Author Index

AAarabi, P., 365Abadi, M., 22Abbasi, B., 295Abbasi, Z., 163Abbey Lambertz, M., 627Abbod, M.F., 301Abdollahian, M.A., 295–299Abdou, H.A., 742Abellán, J., 301, 741Abidoye, A.P., 185–190Abraham, J.M., 596Abrams, L., 93, 94Abramson, J., 129Abu-Falahah, I., 70Abut, H., 479Adams, B., 160Addepalli, S., 351Adell, J., 479Adesina, A.O., 186Affeldt, F.S., 483Afgan, E., 351Afonin, O., 82, 83Agada, R., 43Agarwal, A., 22Agarwal, B., 399Agarwal, R., 725Agarwal, Y., 701Agbele, K.K., 186Agirre, E., 407Agosto-Padilla, W., 12Agrawal, A., 502Agrawal, G., 492Agrawal, R., 288, 545Ahlan, A.R., 483Ahmad, A., 569, 725Ahmad, S.J., 318Ahmed, D.T., 208Ahmed, M., 114Ahmed, S., 295Ahmetovic, D., 370Ahmetyanova, A.I., 34Ahn, B.T., 370Ahn, S., 203Ahn, S.H., 288Aichholzer, O., 684Ainsworth, S., 326Ajasa, A.A., 478Ajayi, B.A., 483Akers, M.D., 326, 327Akinyemi, L.A., 478

Akour, M., 667–673Al Asmar, A.R., 667–673Al Qassimi, N., 484Al Rahem Jarrah, A., 667–673Al Saad, Z., 667–673Al Saeed, I., 129Alamillos, A.M., 301Alanen, O., 12Ala’raj, M., 301Alashkar, T., 365Albanese, M., 49Albers, S., 701Albert, P., 499, 500Albin, E., 115, 116Alencar, F.A.R., 370Alfonseca, E., 407Ali, M.I., 628Ali, Z., 530Alim, S., 622Aljawarneh, S.A., 318Allen, J., 21, 62Ally, M., 103Almagambetov, A., 370Almeida, L., 712Almeida, M.O., 635Almeida, T., 369–373Al-Rubeaan, K., 651Alsaleh, M.N., 163Alshara, Z., 163Altayev, S., 37, 730, 758, 760Althoff, F., 477Altman, E.I., 326Alvarado, A., 203Álvarez, C., 162Alwagait, E., 622Alzubi, K.A., 70Amantini, A., 65Amardeilh, F., 629Ambler, S.W., 227Amdahl, G.M., 453Amenyo, J.T., 569Amgoth, T., 185Aminian, K., 736Amiri, A., 295Amit, S., 239Amoroso, E.G., 67Anagnostakis, K.G., 89Anagnostopoulos, G., 653Anand, S., 459Anderson, D.J., 210Anderson, D.R., 260, 261

© Springer International Publishing AG, part of Springer Nature 2018S. Latifi (ed.), Information Technology – New Generations, Advances in Intelligent Systems and Computing 738,https://doi.org/10.1007/978-3-319-77028-4

765

766 Author Index

Anderson, D.V., 478Anderson, R.J., 753Anderson, T., 411Andersson, C., 530Andreou, A., 203Andrew, G., 422, 425Andrew, R.L., 390Andrikopoulos, V., 160Andronico, A., 628Andro-Vasko, J., 397–402, 701–707Ang, T.L., 589Angelov, C., 710Angryk, R., 318Ani, A.I.C., 569Aniceto, M.C., 303, 741Anicic, D., 721Anita, S., 241Ansari, R., 370Antonatos, S., 89Anuar, K., 12Aoyama, T., 589Appel, J.M., 746Appiah-Kubi, P., 11–16Aquino, A., 352Aquino, C.M.S., 579Ara, A., 741Arabie, P., 461, 462Arafeen, M.J., 460Arao, A., 175–182Araujo, L., 652Araújo, M., 312, 467, 509Araújo, M.A.P., 328, 654Araujo, S.C., 635Archer, W., 411Arf, F., 101Argawe, M., 12Arif, B., 25–31Arisholm, E., 528, 530Arkin, E.M., 683Aronson, A.R., 549Aronson, D., 651Arpaci-Dusseau, A., 390Arpaci-Dusseau, R., 390Arpaia, M., 49Arraes, C., 579Arshad, Y., 483Arthur, D., 461Artto, K., 203Asami, T., 142Askeland, J., 370Astels, D., 248, 249Asuncion, A.U., 459Asuncion, H.U., 459Atan, R., 227Attar, V.Z., 399Atwald, Y., 102Aubert, B.A., 159Auer, S., 19, 406Auer, T., 683Augustine, J., 701Augusto, C., 651–658Avasarala, S.R., 701–707Avesani, P., 460Awad, M., 25Awasthi, A.K., 69Aydin, B., 318

Aylett, M., 46Ayres, F., 207–212Azadi, M., 61–68, 745–755Azar, D., 530Azeez, N.A., 186Aziz, K., 164

BBa, H., 352Babar, M., 101, 203Bach, M.P., 731Bachmann, K., 668Backes, M., 124Badgett, T., 529Baek, H.J., 476Baesens, B., 742Baeza-Yates, R., 25Bagshaw, S.M., 735Baguma, R., 113Bahl, P., 701Bai, Y., 20Baidyussenov, R., 759–760Bailenson, J.N., 414, 415, 417Bailey, J., 461, 462Bailey, M., 754Baitassova, A., 370Baker, D., 621Baker, K., 691Baker, K.S., 627Baker, S., 478, 606Baker, T.P., 710Balaban, A.T., 631Balahur, A., 312, 314Balakrishnan, H., 187Balasubramanian, M., 370Balcão Filho, A.F., 75Balcerek, J., 370Ballard, D.H., 569Ballesteros, M., 422, 423Baltrusaitis, T., 364Baluja, S., 478Banda, J., 318Bandler, R., 411–413Banea, C., 312Banerjee, A., 163Banitsas, K., 27Baniya, B.K., 399Banka, M., 227Banzhaf, W., 528Bao, F., 69, 103Barbosa, J.R., 276–278, 282Barbosa, L.A., 405Barea, R., 569Barham, P., 22Barnes, N., 390Baroni, M., 407Barrère, F., 517–524Barreto, F.M., 467–472, 509–514Barros, A.J., 380Barros, M., 213, 214Barros, R., 201Barthel, D., 738Barton, M.D., 391Bartus, H., 89–92Basili, V.R., 328, 414, 485, 656

Author Index 767

Baskin, I., 631Bass, L., 451Basset, D.R. Jr., 737Bastani, F.B., 530, 531Bates, B., 235Batista, I.D.S., 483Battaglia, D., 282Battaglia, M., 203Bauer, M.R., 632, 633Baumgartner, C., 721–723Bawar, Z., 459Bay, H., 319Baybutt, P., 62Beaufays, F., 357Beaver, W.H., 326Beck, K., 248Becker, J., 500Becker, K., 312Becvar, Z., 351Bederson, B.B., 378Bedwell, P., 93Beecham, S., 203Beghin, L., 737Behjat, L., 208Behnam, M., 712Bein, D., 397–402, 427–432, 701Bein, W., 397–402, 701–707Beizer, B., 527–530Bejnordi, B., 595Belhumeur, P.N., 478Bellare, M., 106–108Bellovary, J.L., 326, 327Belmann, P., 391Beloglazov, A., 162Benedict, K., 492Benevenuto, F., 312Bengio, Y., 19, 51Benicasa, A., 370Benitti, F.B.V., 214Benjamas, N., 114Ben-Yacoub, S., 478Benzekri, A., 517–524Beresford, A.R., 352Bergasa, L.M., 569Berghout, E., 414Bern, M., 683Bernardo, C.G., 325Bernareggi, C., 370Bernsen, N.O., 25Bernstein, D.J., 70Bernstein, M., 51Berry, G., 248, 249Berthier, R., 114Bertoldi, A.D., 380Bessette, D., 129Bessis, J., 325Betteridge, J., 20, 21, 406Beydoun, G., 159, 160, 162, 164Bézivin, J., 499, 500Bhandari, M.W., 380Bhargava, B., 351Bhattacharjee, U., 434Bhattacharyya, C., 362Bhattacharyya, P., 314Bi, Z., 370Bian, J., 20

Bianchi, L., 203Bidarian, A., 660Bidgoli, H., 62Biedl, T.C., 585Bieler, J., 451Biham, E., 133Bilal, K., 164Bilek, M.M.M., 662Billinghurst, M., 477Binder, R.V., 529Binz, T., 160Biolchini, J., 76Biryukov, A., 133Bischof, H., 478, 606Bischoff, H.A., 737Bishop, C.M., 19, 276, 398Bishop, M., 64Biswas, A., 731Bitar, N., 141Bizer, C., 19, 406Bjarnason, E., 226Black, M., 606Blömer, J., 106Bloom, B.S., 211Blum, C., 683, 684, 692Blum, M., 21, 326Bock, D.G., 390Boeckler, F.M., 632, 633Boettiger, C., 390Böhm, M., 160Bohner, S.A., 226Bojanowski, P., 421, 422, 425Boldyreva, A., 108Bollacker, K., 19, 405, 406Bolzoni, D., 753Bommisetty, S., 82Bompard, E., 67Bonacin, R., 75–80Bond, K., 747Bondia, J., 652Bonetti, T.M., 213Bonfim, D., 326Bongers, K., 735, 736Bonifácio, B.A., 214Bonnet, C., 77, 721Bonniord, E., 11–16Bonomi, F., 351Booch, G., 225Boranbayev, A.S., 33–37, 729–730, 758–760Boranbayev, S.N., 33–37, 729–730, 757–760Bordes, A., 19, 20, 406Borg, M., 226Borgatto, A.F., 214Borges, C.E., 702Borges, G.C., 483Borges, S.S., 207Borisov, N., 114Bormann, C., 721Borodin, A., 701, 702Borrmann, J.M., 370Borsack, J., 390Boscarioli, C., 287Bostock, M., 380Bottou, L., 22, 405, 406, 422Bou Ghosn, S., 692Boudaoud, K., 77

768 Author Index

Boudville, R., 569Boufous, S., 475Boutalis, Y.S., 26Bowes, D., 530, 531Bowyer, K.W., 478Boye, C., 668Boyer, J.H., 169Boyer, J.P., 169Boyle, E., 622Bozorgi, M., 447Bozzon, A., 207Braatz Vieira, A.P.S., 577–587Braccini, A.M., 500Bradai, B., 370Bradski, G., 570Brady, T., 203, 621Braga, R., 328, 654Braga, R.G., 569–574Braglia, M., 203Bramer, M., 416Brandi, A.C., 195, 196Branislav, K., 176Brants, T., 407Braun, L., 144Bregler, C., 603Breiman, L., 362Breiner, S., 102Breitinger, F., 113Bremges, A., 391Brendel, J., 752Brevdo, E., 22Brewer, J.L., 214Briand, L.C., 459, 528, 530Brien, C.O., 49Brien, P.O., 43, 44Bringhenti, C., 276–278, 282Bringmann, O., 370Brinkhoff, A., 203Brockett, P., 326Broda, B., 26Broekman, B., 527–529Brohez, S., 517Brooks, C., 340Brooks, R.R., 185Bröring, A., 721–723Brown, C.W., 195Brown, I., 742Brown, J., 476Brown, M.R., 693Brown, M.S., 365Brown, Q., 43, 44Brown, S.A., 411, 412Brown, C.M., 569Brownlee, J., 142Brox, T., 603Brucker, P., 692Bruckman, L.S., 318Bruckstein, A.M., 688Brugman, H., 45Bruhn, A., 603, 605Brunclkov, L., 333, 334Bruni, E., 407Brusamolin, V., 201Bryant, B., 459–465Bryce, R.C., 459–465Bsat, M., 478

Bucaioni, A., 225–232Buck, I., 561Buckles, B.P., 399Budanitsky, A., 405Budd, J.K., 731Bueno, A., 569Bueno, P.M.S., 77Bula, C., 736Bulach, D.M., 561Bullock, L., 668Bulusu, S.T., 517–524Bunge, A.L., 660Burdett, A.J., 476Bures, T., 710Burget, L., 421Burke, E.K., 459Burke, J.J., 623Burnikel, C., 685Burns, A., 710Burns, B., 115, 116Burnstein, I., 530Burton, K., 411–413Burugari, M.V.K., 746Busso, M., 370Butgereit, L., 221–224Butler, C.W., 530Butler, S., 208Buxton, B., 477Buyya, R., 162–164, 492

CCaballero, J., 54Cady, F., 443Cai, D., 422, 425Cai, J.Y., 72Cai, Z., 370Cala, J., 162Calheiros, R.N., 162–164, 492Caliusco, M., 500Callison-Burch, C., 405, 406Camargo, H., 510Caminero, C., 163Campos, A.M., 215Candida, A., 76Canedo, E.D., 287–293Cao, X., 366Cao, Y., 405Capalbo, N., 49Capilla, R., 163Caporaso, J.G., 560, 561Carbonaro, A., 627–630Cárdenas, A., 67Cardie, C., 312Cardim, G.P., 195, 196Cardoso, J., 510–513Carle, G., 144Carlier, J., 692Carlin, A., 49Carlson, A., 20, 21, 406Carlson, J., 710Carlson, R., 460, 462Carneiro, E.M., 301–309, 731–733, 741–743Carnieri, C., 326Carpendale, M., 379, 381Carpenter, G., 653

Author Index 769

Carrier, S., 333, 334Carrillo-Marquez, V., 43Caruso, D., 27Carvalho, D.C., 318Carvalho, T., 51–58Casadei, G., 627Casalicchio, E., 164Casallas, R., 162Casares-Giner, V., 153, 154Casey, E., 81Castañé, G.G., 163Castellani, A.P., 721Castellano, G., 301Castellano, J.G., 741Catal, C., 530Catherine, S., 239Causevic, A., 459Cavalcante, R., 197Ce, H., 12Cecatto, J.R., 317–323Cenys, A., 36, 77Cernocky, J., 421Cerpa, N., 203Cerqueus, T., 163Chadha, A., 288Chalasani, P., 21Challagulla, V.U.B., 530, 531Chambers, S., 256–260Chan, S., 113Chandra, R., 701Chandrashekar, J., 701, 702Chandrika, M., 433Chang, A.J., 93Chang, B., 422, 425Chang, C., 530Chang, J.H., 69Chang, K., 478, 580Chang, M., 443–447Chang, P., 422, 425Chang, Z., 12Chao, H.-C., 186Chapmani, R., 530Chareonnivassakul, S., 359–366Charoenvitvorakul, C., 359–366Charvat, J., 222Chase, P., 77Chatzichristofis, S.A., 26Chatzou, M., 390Chaudhari, Q., 175Chavan, K., 545Chazelle, B., 685Chelba, C., 407Chellappa, R., 478Chen, D., 19, 21, 22, 186, 406Chen, D.Y., 370Chen, F., 411, 478Chen, G., 692Chen, H., 370, 398, 422, 427Chen, H.-Y., 475Chen, J., 578, 692Chen, K., 20, 405, 406, 421–423, 425Chen, K.Y., 737Chen, Q., 370Chen, R., 103, 476, 479, 692Chen, S.-C., 628Chen, S.-W., 370

Chen, T.Y., 459Chen, X., 21, 422, 425, 478Chen, Y., 692Chen, Z., 22, 26, 370, 405Cheng, C., 295Cheng, C.G., 589Cheng, H., 295Cheng, H.K., 159Cheng, J., 21Chesire, A., 203Chesñevar, C.I., 195Cheung, G., 44Cheung, R.S., 43Chi, H., 81–83Chiang, R.H.L., 427Chin, E., 113Chitra, S., 312Chiu, Y.T., 370Cho, H., 287, 288, 589Cho, J., 106Choi, H., 27Choi, J., 370Choi, J.M., 476Choi, K.Y., 106Chomsky, N., 197Chorás, M., 65Chou, L.-D., 186Chovancova, E., 451Chow, E.J., 627Christman, J.H., 62Christmann, C., 452, 453Chu, C., 459, 462, 530Chua, T.-S., 26Chung, C.J., 115Chung, Y.-C., 370Chung, Y.D., 745, 746Churkina, T.E., 614Cicchetti, A., 225–232Ciccozzi, F., 225–232, 451–458Ciompi, F., 595Citro, C., 22Claise, B., 142Clark, J., 459Clark, S., 425Cleland-Huang, J., 226, 227, 459Clements, P., 451Cloud, E.E., 559Clune, J., 51Cobb, C., 753Cobo, M.L., 195Coelho, R.C., 528Coen-Porisini, A., 102Cohen, D., 233Cohen, J.P., 43Cohen, M.B., 459Cohen, W.W., 20, 21Cohn, M., 208, 214Colaço Júnior, M., 411–418Colaço, M., 413Colazzo, L., 628Colburn, T., 627Colegrove, T., 621, 622Collberg, C., 389, 390Collins, M., 622Collobert, R., 19, 405, 406, 422Comaniciu, D., 461

770 Author Index

Compieta, P., 578Comte-Perret, S., 652Comyn-Wattiau, I., 76, 77Coninx, K., 415Conklin, A., 43Connolly, P., 623Conti, G., 53Cook, A., 49Cook, N.R., 447Cooper, W., 326Copeland, L., 248, 249, 529Copeland, M., 398Cormen, T., 551, 552Corrado, G., 421–423, 425Corrado, G.S., 20, 22, 405, 406Correia, R.C.M., 195–200Corriss, L., 10Cortes, C., 757Cortés, G., 318Corumba, D., 413Costa, A.B., 731Covington, M., 150Cox, J.C., 552Craddock, L.L., 621Craig, C., 540Craig, M., 621Craig, R.D., 530Cramer, R., 107, 110Crawford, C., 467, 509, 511Cremers, D., 604, 606Crews, R.T., 736Crispin, L., 248Cristian, F., 176Crnkovic, I., 709, 710Cronbach, L.J., 211Cronin, H., 736Cserhati, G., 203Cubel, J.C., 467Cunha, A.M., 276Cunha, S.C., 301–309, 731–733, 741–743Cunha, S.S. Jr., 344, 614, 676Curk, T., 305Curtis, M.W., 196Cussat-Blanc, S., 675Cyganiak, R., 19, 406Czauderna, A., 459Czech, S.J., 413

Dda Cunha, A.M., 233–243, 245–253, 276, 301–309, 527–534, 731–733,

741–743da Purificação, C.E.P., 499–508da Rocha Fernandes, J., 651da Silva, C.E.S., 201–205da Silva, D.A., 233–243da Silva Filho, H.C., 159–164da Silva, L.A., 287da Silva, M.B.D., 483–489da Silva, P.C., 499–508da Silva Rodrigues, L.E., 213–218da Silva, R.P., 311–315Dabhi, R., 478Dabrowski, A., 370Dahm, D.L., 661Dallison, D., 621

Dalpatadu, R.J., 443–447Dalpiaz, F., 521Daneshgar, F., 159, 160, 162, 164Daneva, M., 226Danielle, S., 239Dantas, A., 213, 214D’Antonio, S., 65Daras, N., 5Das, C.R., 162Das, S.G., 422Dascalu, S.M., 491–498Dastjerdi, A.V., 163Datta, S., 103Datta, S.K., 628, 721Daud-Gallotti, R.M., 415David, J.M.N., 328, 654Davidovic, D., 351Davie, B., 141Davies, E.R., 569Davis, A., 22Davis, A.M., 226Davis, E., 390Davis, R., 710Davis, S.B., 433Davison, A., 569Davtyan, C., 241Dawson, M., 127–131Day, D., 115, 116D’Cruze, H., 81–87de Andrade Gomes, P.H., 195, 196de Barros, C.P., 75de Barros Santana, R.M., 233–243de Berg, M., 683de Brito, L.M.P.L., 150de Campos, D.L., 195de Charette, R., 370de Deus, F.E.G., 89de Fátima Menezes, M., 413de Figueiredo Carneiro, G., 159–164, 377–388de Franco Rosa, F., 75–80de Freitas, J.C.J., 467–472de Geus, P., 51–58De Giusti, A., 452De Guzman, I.G.-R., 162De Landtsheer, R., 517de Lucia, A., 225de Matos Nascimento Filho, R., 377–388de Meer, H., 153, 154de Melo, M.M., 527–534De Melo, V.V., 528de Moraes Lima, C.A., 632de Oliveira Albuquerque, R., 89de Oliveira, G.A. Jr., 89de Oliveira, G.W., 467de Oliveira, M.G., 578De Rainville, F.-M., 530, 531de Rezende, L.P., 509–514De Rose, C.A., 162De, S., 561de Sousa, C.M., 195de Sousa, M.S., 343–350, 614, 675–680de Sousa Pinto, F., 255–265de Sousa, R.T. Jr., 89de Souza, A.D., 201–205, 213–218de Souza Baptista, C., 578de Souza, G.S., 195–200

Author Index 771

de Souza, J.G., 411–418de Souza, P.L., 267–273de Souza, W.L., 267–273, 668de Tec, N., 414de Vasconcelos, L.E.G., 207–212de Vries, A.P., 25De Vries, D.K., 663De Young, C., 530Deakin, E.B., 326Deal, T.E., 10Dean, E., 53Dean, J., 20, 22, 119, 405, 406, 421–423, 425, 545Deb, S., 692, 695Deborah, E., 176Deering, D., 578Dehzangi, O., 476Dekhtyar, A., 226Delamaire, L., 302Delfanti, A., 622Delgado, J.L., 477DeLozier, J., 411–413Demšar, J., 305Deng, F., 480Deng, J., 51, 480Deng, L., 19Deng, R.H., 69Denise, M., 239Dent, K.A., 412Denton, A., 460, 462Deri, L., 144Desai, A., 107Desai, K., 596Deshpande, P., 12Devillers, J., 631Devin, M., 22Di, H., 421, 422Di Pietro, R., 102Di Stefano, J.S., 530, 532Di Tommaso, P., 390Dianu, M.-D., 11Dias, L.A.V., 233–243, 245–253, 275–283, 301–309, 527–534,

731–733, 741–743Didebulidze, A., 144Diebold, F.X., 354Dillinger, M., 351Dillon, S., 203Dilts, R., 411–413Dini, G., 102Dinis-Ribeiro, M., 589Diri, B., 530Dirickx, Y.M., 731DiStefano, J., 530do Carmo, A.F.C., 195Do, H., 460, 462do Nascimento, F.B., 19–23, 311–315do Nascimento, R.P.C., 483–489do Prado, A.F., 267–273, 668Dohener, E.P., 736Dolado, J., 530Dolev, S., 52Dolog, P., 628Dolson, J., 370Domingo, M.C., 477Domingos, P., 460Dong, C., 421, 422Dong, J., 692

Dong, M., 26Donkin, A., 532Donoghue, O.A., 736Dorigo, M., 694Doroz, R., 745, 746Dörr, A., 632, 633dos Reis, J.C., 312dos Santos, A.G.L., 312dos Santos, A.M., 483–489dos Santos, C.N., 312dos Santos Forghieri Pereira, S.M., 267–273dos Santos, P.H., 413dos Santos, S.C., 233–243dos Santos Soares, M., 483–489Doukas, C., 722Doulkeridis, C., 545Downing, C., 725Doynikova, E., 77Dredze, M., 20Dröge, J., 391Drouby, F., 692Druzik, J., 668D’Souza, M., 561Du, S., 295Du, Y., 365Duarte, Y.A.O., 738Dubois, D., 513Duc, V.H., 226, 227Duchi, J., 407Duda, K., 141Dueck, D., 461Duffie, D., 326Dugan, M.T., 326Duh, K., 406Dulic, A., 414, 417, 418Duma, C., 76, 77Duong, T.Q., 186Duraisamy, G., 227Durelli, V.H.S., 207Dustdar, S., 164Dutkiewicz, A., 318Dutta, A., 10Dutta, M.K.K., 399Dworaczyk, B., 27Dybkjær, L., 25Dyer, C., 422, 423

EEbrahim, M., 312Echterhoff, J., 721Ecker, R., 411Eckert, C., 52Eckman, E., 540Edelsbrunner, H., 683Edler, F., 662Edmister, R.O., 326Edoho, M., 433–441Eggermont, M., 208Egozcue, E., 65Ehrmann, M., 312Eilu, E., 113Eisenbeis, R.A., 326Eisenberg, D.A., 62Eisenstein, J., 421Ekelhart, A., 76, 77

772 Author Index

Ekpenyong, M., 433–441Elbaum, S., 459Eler, D.M., 195–200Elia, F., 43Elish, K.O., 528, 530, 531Elish, M.O., 528, 530, 531Elisseeff, A., 352, 355Eljil, K.S., 652Elliott, R.A., 167, 168Elliott-Cirigottis, G., 621Ellis, S., 66Elovici, Y., 52El-Yaniv, R., 701, 702Emeakaroha, V.C., 141Emenecker, J., 459Emerson, T., 425Endres, C., 477Engebretson, P., 64Engle, S., 64Engström, E., 160, 226Ennesser, F., 721Enser, P.G., 25Ephremides, A., 151, 152Epps, J., 461, 462Eppstein, D., 683Erdélyi, R., 701, 702Erjavec, A., 305Ermelstein, P., 433Eschweiler, S., 95, 96Esmoris, A., 195Esparza, O., 722Espinoza, A., 226, 227Esteve, E., 652Etzioni, O., 21Evans, C., 19, 405, 406Evans, P., 540Everding, T., 721Evesti, A., 76Evgeniou, T., 633

FFabro, M., 752Facciolo, G., 606Fagundes, F., 287–293Fahringer, T., 163Faiola, A., 725Falco, J., 63Falkner, J., 452, 453Falzone, M., 569Fan, B., 370Fan, T., 692Fang, R., 628Fang, Y., 722Fapojuwo, A.O., 149Fardo, M.L., 213Farias, M.A.D.F., 413Faruquie, T.A., 623Fasel, B., 478Fatema, K., 141Faulks, I.J., 476Favre, T., 391Faye, R.M., 675Fayi, S.Y.A., 93–99Fayyad, U.M., 287Feddern, C., 603

Feher, C., 52Feiertag, N., 709Feldt, R., 226Feledi, D., 76Felizardo, L.F., 614Feller, R.L., 668Felt, A.P., 113Felzardo, L.F., 614Feng, F., 422Feng, H., 597Feng, Y., 421–426Fenton, N.E., 530Fenz, S., 76, 77Fernandes, D.D., 255–265, 275–283Fernandes, G., 741Fernandes, J.M., 214Fernandes, P. Jr., 343–350, 614, 675–680Fernández, I., 702Fernando, N., 351Ferrandis, D.T., 153Feuerlicht, G., 318Feussner, H., 351Fewster, M., 530Finch, B.G., 578Finkelstein, A.C.W., 225Finley, T., 197Fiorani, M., 692Fittkau, F., 162FitzPatrick, P.J., 326Fitzsimmons, T., 114–116Flanagan, J., 326Fleg, J.L., 738Fleming, L., 621Flite, C.A., 747Flood, D., 226Flórez, D.S., 149–158Flynn, P., 478Flynn, P.J., 478Fokus, F., 144, 145Followell, R.R., 261Folorunso, C.O., 478Folstein, M.F., 738Folstein, S.E., 738Fontichiaro, K., 621Fook, C.Y., 195Ford, K.S., 661Fortin, F.-A., 530, 531Fortino, G., 722Fortuna, B., 731Fortune, S., 15Fotouhi, F., 26Fowler Junior, F.J., 485Fowler, M., 222, 225Fox, B.C., 746Fox, J., 445, 446, 627Fox-Brewster, T., 93Främling, K., 722Frank, A., 528, 530, 531, 533Frank, E., 305, 362, 532Franklin, M.T., 390Freeman, E., 235French, R.H., 318Freund, Y., 478Frey, B.J., 461Frey, M., 203Frey, S., 162, 164

Author Index 773

Fried, D., 406Fried, L.P., 735Frieder, O., 399Friedman, A., 750, 751Friedman, D.A., 414, 415, 417Friedman, J., 416Frosolini, M., 203Fu, Y., 365Fujii, S., 590Fuks, H., 411, 412Fuller, R.M., 411, 412Furfaro, A., 49

GGabrielsson, S., 439Gaffney, J.E. Jr., 530Gaillard, R.C., 652Gain, J., 208Gal, V., 509, 511Galhardo, V.A.C., 735–739Galitskiy, A.V., 35Galli, M., 500Galloway, M., 333–340, 559–565Gålnander, M., 709–717GançArski, P., 321Gandarilla, H., 3–6Ganga, I., 141Gangemi, A., 273Ganitkevitch, J., 405, 406Gao, B., 20Gao, C., 124Gao, J.T., 73Gao, Q., 405Gao, W., 73Gao, Z., 421–426Garbajosa, J., 226, 227Garcés, K., 162Garcia, C., 121García, J., 203Garcia, R.E., 195–200García, V., 741Garcia-Duran, A., 20, 406García-Gabin, W., 652García-Galán, J., 162García-Osorio, C., 195García-Pedrajas, N., 195Garcke, J., 634Gardner, M., 20, 21Garey, M.R., 684, 691Garg, N., 186Garg, S.K., 162, 652Garland, M., 561Garland, S.M., 561Garrison, D.R., 411Gatti, M., 312Gau, C., 476Gaved, M., 621Gazzard, P., 501Ge, Q., 407Ge, T., 422, 425Geddes, L.A., 663Gehlot, V., 468Gehrke, J., 750Geng, L., 545, 546Gentry, C., 71

Georgakopoulos, S.V., 177Gerds, T., 447Gergle, D., 411Gerino, A., 370Gerlitz, H., 169Germanus, D., 65Gertrudes, J.C., 635Gewali, L.P., 683–688Ghafoorain, M., 595Ghanbari, H., 163Ghani, N., 164Ghazali, O., 141–147Ghazi, B.M., 301Ghemawat, S., 22, 119, 545Gheorghe, A., 63Ghildiyal, S., 186Ghimire, D., 399Ghobadi, S., 203Ghodekar, P., 545Gholami, M.F., 159, 160, 162, 164Ghosh, A.K., 675Ghosh, S.K., 685Ghosn, S.B., 692Giacomino, D.E., 326, 327Giaxa, R.R.B., 412, 413Gibbs, M., 39–42Gibiec, M., 459Gilbert, K.J., 390Gilbert, R.R., 163Gioppo, L., 722Giorgini, P., 517, 521Girma, A., 101–104Girotto, M., 318Girschick, T., 632Gitlow, H., 530, 531Gitlow, S., 530, 531Gitman, L.J., 326Gkritsi, A., 214Glass, E., 561Gloger, B., 214Gnabode, S., 569Goats, C.C., 660Godi, M., 105–111Goff, D.A., 746Gofman, M., 119–125, 475–480Goh, D.H., 214Golbeck, J., 27Goldberg, Y., 19Golden, L., 326Goleman, D., 413Golgowski, N., 750Gollmann, D., 67Gomes, C., 201Gomes, P.H.A., 195–200Gomez, A., 569Gomez, A.E., 370Gómez-Palacios, C., 195Gomez-Perez, A., 79Goncalves, G.S., 233–243, 245–253Gonçalves, P., 312Gonen, M., 447Gong, J., 370Gonzales, R.C., 569González, M.P., 195Gonzalez, T., 691Goodfellow, I.J., 22

774 Author Index

Goodrich, M., 749, 751Gopinath, K., 746Gopinath, S., 69Goraczko, M., 701Goranin, N., 36, 77Gorantla, A., 208Gordon, D., 318Gordon, M., 399Gordon, M.D., 399Gorschek, T., 226Gorup, C ., 305Gotel, O.C.Z., 225Gotrtrand, F., 737Goulet, C., 340Graeber, R., 27Graf, N., 27Graham, D., 530Graham, T.D., 64Grance, T., 749Granholm, A., 451–458Grantham Lough, K., 729Graton, F., 255–265Grausberg, P., 475Grave, E., 421, 422, 425Graves, A., 424Gray, D., 530, 531Grbac, T.G., 528, 530Green, A., 49Greenberg, A., 141Greene, B.R., 736Greenleaf, G., 123Greenwald, B.D., 596Greenwald, J., 528, 530, 531, 533Greenwood, D., 162Gregory, J., 248Grieco, L.A., 102Grieskamp, W., 459Griffiths, R., 168Grimm, C., 722Grinder, J., 411–413Grinder, M.T., 195Gringeri, S., 141Gritzalis, S., 162Grobler, M., 77Groen, A., 43Gross, J., 141Gross, T.R., 12Grossberg, S., 653Groth, S., 251Grove, M., 27Grünvogel, S., 467, 470Gu, M., 370, 528, 530Guadagno, L., 226Guan, C., 370Guariguata, L., 651Guarino, N., 75, 267, 268Gueret, C., 691, 692Gueron, S., 133–137Guibas, L.J., 685, 686Guillet, H., 443Guillod, L., 652Guimarães, G., 207–212Guizani, M., 113, 186Gunapati, V.Y., 318Gunaratne, N.G.T., 295–299Gunka, A., 159, 160

Gunn, S.R., 295Guo, D., 365, 578Gupta, A., 21, 186Gupta, N., 659–664Gupta, P.K., 613–617Gupta, R., 701Gupta, S.K., 163Gurule, K., 604Gurung, B., 683–688Gusev, M., 351Gustafson, J.L., 453Guthrie, R., 421Gutmann, M., 22, 406, 475Guyon, I., 352, 355Gyawali, R., 684Gyrard, A., 77

HHaas, C., 203Haas, R., 203, 578Hackl, T., 684Haddad, H.M., 214, 467, 528Hadziosmanovic, D., 753Haight, J., 103Halaschek-Wiener, C., 27Hall, C., 133Hall, J., 67Hall, K., 407Hall, M., 362, 530, 532Hall, R., 702Hall, T., 203, 530Hallaq, B., 49Halstead, M.H., 530Hamari, J., 207Hamdan, A., 318Hamid, A., 142Hamilton, H.J., 545, 546Hamilton, J., 443Hammond, J.L., 151Hammoudeh, M., 102Han, D.S., 370Han, G., 186Han, H., 343Han, J., 305, 545Han, L., 235Hanbury, A., 25Hanna, E., 701, 702Hänninen, K., 710Hansen, A., 761–762Hansmann, U., 247Hao, D., 459Hara, T., 186Harchaoui, Z., 604Hardisty, E.A., 195Hare, C., 750Harman, L.B., 747Harman, M., 459, 460, 462Harmanani, H.M., 691–698Harp, A., 22Harper, R., 468Harrell, F.E., 443Harrington, K., 675Harris, S.M. Jr., 491–498Harrold, M.J., 459, 462Hart, W., 659

Author Index 775

Hartel, P.H., 753Hashemi, R., 604Hasib, M., 7–10Hasim, R., 201Hasler, B.S., 414, 415, 417Hassan, M., 692Hassan, O., 693Hassane, A., 468Hasselbring, W., 162, 164Hastie, T., 416, 443Hastings, J.T., 211Hat, R., 559, 560Hatebur, D., 517Hatta, N., 701Hattori, M., 421, 422Haxel, F., 370Hayashi, T., 589Hayes, J.H., 226Hayes, M.H., 478Haykin, S., 262, 275, 398Hazan, E., 407He, D., 113He, G., 478He, H., 421–426He, J., 158He, P., 528He, Q., 545Head, M., 212Healy, P.D., 141Hebert, M.H., 569Heckman, R., 411Heer, J., 380Heer, T., 101Heinz, C., 722Heinzelman, W., 352Heinzelman, W.R., 187Heisel, M., 517Held, M., 683Hempelmann, C.F., 77Hendler, J., 27Hendriks, E.A., 477Henig, D., 333, 334Henrique, P., 413Henze, N., 628Herga, Z., 731Hermans, J., 70Hern, A., 93–96Hernandez-Cons, N., 701Hernandez-Serrano, J., 722Hertel, S., 685, 686Herzog, A., 76, 77Hespanha, J.P., 478Hesse, K., 162Heuer, M.L., 390Hevner, A.R., 222Hicinbothom, J., 343, 675Higaki, H., 175–182Highsmith, J., 222, 225Hijazi, S., 352Hilbert, M., 427Hill, F., 407Hill, R., 27Hinton, G.E., 52, 54Hipp, J., 288Hira, A., 622Hirsch, M., 352

Hirschberg, J., 461, 462Hirschberger, G., 414, 415, 417Hirst, G., 405Hládek, D., 390Hmurcik, L.V., 659–664Hocevar, T., 305Hoch, S., 477Hochreiter, S., 357, 424Hodges, S., 701Hoed, R.M., 288Höffler, T., 412Hoffstein, J., 70Hogan, D.B., 168Hojat, M., 412, 413, 415Holmes, G., 362, 532Homann, F., 684Homann, M., 684Homow, S., 102Hong, J.W.-K., 356, 357Hong-Chung, C., 762Honório, K.M., 631–637Hook, R., 251Hooman, A., 742Hopfield, J.J., 398Hopkins, J., 746Horgan, F., 736Hörkkö, M., 302Horn, B.K.P., 603Horn, D., 736Horridge, M., 269, 273Horrocks, I., 629Hosmer, D.W. Jr., 328, 329, 443Hosny, A., 391Hossain, A., 569Hossain, M., 495, 627Hossain, M.A., 318Hossain, M.M., 498Hossain, S.A., 365Höst, M., 413, 416Hou, J., 26Houben, G., 207Houde, J.-F., 159Houle, J.-L., 333–340Houmansadr, A., 114Hovig, E., 389Hovmarken, L., 246Howard, M., 64Howard, Z., 623Hruschka, E.R. Jr., 20, 21, 406Hsieh, J.W., 370Hsu, C., 295–297Hsu, C.-Y., 692Hu, J., 114Hu, T., 589, 614Hu, X.B., 613–617Hu, Y., 318, 459, 742Hu, Y.P., 69, 73Huang, C., 422, 459Huang, C.N., 422Huang, D., 115Huang, F., 422, 425Huang, H., 295–297Huang, J., 44, 614Huang, X., 370, 422, 425Huang, Y., 651Huang, Z., 51, 460

776 Author Index

Hubballi, N., 114Hubert, L., 461, 462Huda, S., 295–299Hudson, J.C., 64Hugo, R., 208Hui, M.C., 623Hui, R.T.Y., 411Huljeni, D., 528Hull, J., 552Hummen, R., 101Hummer, W., 164Hung, L.-H., 390Hunter, D., 213Huo, Q., 76Huotari, K., 207Huovinen, T.T., 12Hur, S., 569Huring, J., 692Hurley, U., 623Hurriyetoglu, A., 312Hurtado, F., 686, 687Hussain, A., 478Hussain, Z., 569Hutcheson, M.L., 530Hutter, R., 65Hutton, D.V., 687Huwang, L., 295, 296Hwang, J.Y., 106Hynes, M.M., 622Hyun, S., 370Hyvärinen, A., 406, 461

IIbarra, B., 660Ibrahim, M., 351Ibrahim, O., 288Igarashi, K., 479Iliinsky, N., 377Illés, J., 545Imai, M., 530, 531Imielinski, T., 288Inamdar, P., 12Inayat, I., 226Ingram, R.C., 380Innes, E., 737Inselberg, A., 580Inthurn, C., 528Inyang, U., 433–441Ioannidis, J.P., 390Irani, S., 701Irving, G., 22Irwin, J.D., 476Isaacs, B., 736, 738Isard, M., 22Ishak, K.A., 478Ishak, Z., 725Islam, S., 162Islam, S.R., 627Islam, Z., 530Isotani, S., 207Isselhardt, B.J., 277, 279Itakura, F., 479Ito, H., 701Itou, K., 479Ivanova, M., 318

Ivers, R., 475Ives, Z., 19, 406Iwahashi, N., 433Iwane, N., 124Iyengar, S.S., 185, 628

JJaafar, A., 725Jacob, G., 52, 53Jacobs, P., 721Jacobson, I., 225Jacobson, S.M.V., 144Jacobson, T., 326Jadav, J.B., 478Jadoonanan, S., 569Jahanian, F., 754Jain, A.K., 433Jairak, K., 483, 484Jajodia, S., 49, 102Jakobsson, M., 227James, G., 443Jamil, N.J.B., 411, 412Jammu, A., 745Jana, P.K., 185Janaki, V., 318Janarthanan, V., 203, 214Jang, C., 370Jang, E., 370Jang, I.S., 365Jang, S., 287, 288Janicke, H., 49Jansen, A., 483Jansle, V., 579Janssens, D., 517Jararweh, Y., 163Jarrah, M., 163Jaskiel, S.P., 530Jell, T., 721–723Jenkins, W., 333–340Jensen, K., 469Jensen, M.B., 370Jeremy, E., 176Jernite, Y., 421Ji, M., 343Ji, Y., 370, 539–550Ji, Z., 421, 422Jia, J., 603Jia, X., 226Jia, Y., 22Jiang, L., 26Jiang, S., 365Jiang, Y., 370Jie, Y., 370Jimenez, I., 390Jin, W., 26Jin, Y., 25Jindal, P., 12Jino, M., 75–80Jirka, S., 721João, R.S., 577–587Jodrá, P., 479Johannessen, E.B., 528, 530Johansson, G., 203John, B., 239John Berti, C., 750

Author Index 777

John, V., 370Johns, A., 622Johnson, D.S., 684, 691Johnson, G.P., 377Johnson, G.S., 377Johnson, M.I., 660Johnston, R., 256–260Jokipii, E., 107Jolliffe, I., 461Jolly, R.K., 318Jones, J.M., 701, 702Jones, K., 49Jonsson, J., 709Jorgensen, P., 248Joslyn, C.H., 622Joulin, A., 421, 422, 425Joux, A., 751Jowers, I., 621Józefowicz, R., 22Juchau, R., 326Judmayer, A., 123Juhár, J., 390Juknius, J., 36Julia, S., 467–472, 509–514Jun-feng, B., 452Jung, J., 725–727Jung, J.M., 725–727Júnior, M.C., 411, 413Jurafsky, D., 422, 425Jutla, D., 77Jyothi, V.E., 226

KKabadjov, M., 312Kabir, M.H., 627Kacey, E., 241Kadel, L.A., 754, 755Kadish, D., 414, 417, 418Kaebisch, S., 721, 722Kaehler, A., 570Kafaie, S., 351Kaiki, N., 433Kaise, M., 589Kaiser, L., 22Kakhanov, Z., 760Kaku, T., 589, 595KalaJames, E.A., 478Kalapa, P., 49Kalgotra, P., 288Kalloniatis, C., 162Kamber, M., 305Kamil, A., 142Kammenhuber, N., 144Kamran, K., 239Kanade, T., 478, 569Kanban, G., 210Kane, N.C., 390Kang, J., 478Kang, J.-M., 356, 357Kang, W., 77Kanmani, S., 76, 77Kannan, G., 186Kanode, C.M., 214, 467Kansal, A., 701Karadag, O.O., 26

Karafiát, M., 421Karamizadeh, S., 742Karanam, H.P., 623Karaoglu, C.F.B., 352Karat, J., 725Kargin, Y., 318Karhunen, J., 461Karimi, H.R., 295Karlen, M., 405, 406, 422Karlin, S., 495Karlof, C., 186Karne, R., 12Karpathy, A., 51Karre, S., 459Karthikayen, J., 241Karthikeyan, S., 52, 53Karypis, G., 631Kasahara, S., 701Kashdan, T.B., 413Kashefi, O., 351Katkar, V.D., 397, 398Kattan, M.W., 447Katz, A.M., 413Kauppinen, M., 226Kavishe, A.F., 614Kavukcuoglu, K., 405, 406, 422Kavuri, S.N., 295Kawahara, Y., 142Kawakami, K., 422, 423Kay, R., 443Kayla, S., 176Kazman, R., 451Ke, X., 710Keerthi, S., 362Keith, H., 540Kelkar, S.N., 11Kelsey, J., 133Kennedy, A.A., 10, 89Kennedy, K., 741Kenny, R.A., 736Keoh, S.L., 101Kerne, A., 27Kernjak, S.P., 477Kersten, M., 318Keynan, I., 760Khairkar, A.D., 76Khajeh-Hosseini, A., 162Khalfallah, J., 411Khamphakdee, N., 114Khan, L., 25Khan, S.U., 164Khan, T., 736Kharbutli, M., 163Kharpal, A., 93, 94, 96Khatkar, P., 115Khattak, U., 201Khawaji, A., 411Khelil, A., 721Khomh, F., 160Khosla, A., 51Khudanpur, S., 421Khuri, S., 692Khurram, S., 141–147Kiayias, A., 123Kiefer, M.A., 451Kikuste, I., 589

778 Author Index

Kim, C., 370Kim, D., 370Kim, E.K., 162Kim, J., 627Kim, J.S., 365, 476Kim, J.W., 365, 745, 746Kim, S., 370, 745, 746Kim, T.-H., 89Kim, Y., 287, 288, 421Kim, Y.S., 69, 476Kimos, M.C., 596Kinsey, R., 622Kiruthiga, N., 478Kisiel, B., 20, 21, 406Kitamura, T., 433Kitchenham, B., 76, 160Klassmann, A., 45Kleiner, M., 499, 500Kletz, T.A., 521Kliazovich, D., 164Kneckt, J., 12Knuth, D.E., 685Kobayashi, T., 433Kobilarov, G., 19, 406Koch, G.G., 211Kocher, P., 133Koc-Januchta, M., 412Kodali, M., 225–232Koehn, P., 407Koenig, W., 433Koh, E., 27Kohlberger, T., 603Kohlrieser, G., 325Koinig, U., 77Kolahi, S.S., 12Koletsis, P., 26Kolla, M., 227Kolodnytsky, M., 25Kolosnjaji, B., 52Kolter, J.Z., 52Komssi, M., 226Kondo, T., 370Kong, L., 476, 479Konieczka, A., 370Kooi, T., 595Kopetz, H., 175Kopittke, B., 326Kopparapu, S.K., 479Korhonen, A., 407Korolov, M., 3Kotenko, I., 77Kott, A., 62Kotzias, P., 54Kousaridas, A., 351Koutsonikolas, D., 12Kovacic, S., 26Kovács, F., 545Kovács, L., 390Kozar, A.K., 725Kraemer, H.C., 443Kraft, D.H., 399Kraft, T.L., 169Kramer, D., 721, 722Kramer, S., 632Krasna, M.J., 596Krasnov, V., 134

Kratzer, N.M., 477Kratzke, N., 162Krause, J., 51Krause, P., 501Kravalova, J., 407Krcmar, H., 160Krco, S., 722Krebs, M., 621Kriaia, L., 12Kriegel, K., 684Kriegman, D.J., 478Krikun, M., 405Krishnamurthy, J., 20, 21Krishnaswamy, A., 478Kristiyanto, D., 390Krivitsky, A., 214Krizhevsky, A., 52Krotofil, M., 67Krus, D.A., 729Kruse, C.S., 746, 748Kruskal, W.H., 463Kshirsagar, D.D., 76Ku, S., 530Kub, M., 589Kublal, A., 569Kubler, S., 722Kubo, M., 595Kudlur, M., 22Kühn, H., 159, 160Kuhns, F., 710Kuipers, D., 752Kuksa, P., 405, 406Kuksa, P.P., 422Kulik, J., 187Kulkarni, P., 545Kullar, R., 746Kumar, K., 351Kumar, L., 530Kumar, P., 318Kumar, S., 76, 133, 530, 533Kumar, S.S., 101Kumar, U., 530Kumar, V., 288, 545, 570Kummer, N., 414, 417, 418Kuramoto, M., 589, 595Kurti, D.L., 621Kurti, R.S., 621Kurtz, C., 321Kusdaryono, A., 150Kutner, M.H., 443Kuusijarvi, J., 76Kuznetsova, A.R., 34Kwak, D., 627Kwak, K.-S., 627Kwasnicka, H., 26Kweon, I.S., 370Kwok, Y., 552Kwon, T., 106Kyamakya, K., 475

LLa Polla, M., 113Labiche, Y., 459Laborde, R., 517–524Ladeira, M., 287–293

Author Index 779

Lafayette, W., 77Lafferty, J.D., 424Lakkaraju, H., 405Lal, S., 69Lamberth, C.D., 380Lampathaki, F., 483Lample, G., 422, 423Lan, C., 91Landgrebe, T., 318Landis, J.R., 211Landman, A.B., 746Lang, F.M., 549Langmead, B., 561Larsen, J., 67Larsson, M., 709Laubenbacher, R., 391Lawhorn, N.A., 380Lawson, C.L., 688Lazcano, V., 603–611Le, C.U., 554Le Phuoc, D., 721Le Prado, C., 509, 511Le, Q.V., 405Leão, H.A.T., 287–293Leavesley, G.H., 491LeBlanc, D., 64Lebrão, M.L., 738LeCun, Y., 311–315, 757Lee, C., 226Lee, C.S., 214Lee, D.D., 461Lee, H., 745, 746Lee, H.B., 476Lee, J., 399, 477Lee, J.M., 627Lee, K.O., 150Lee, L., 333Lee, M., 370, 569Lee, S., 203Lee, S.B., 390Lee, S.H., 69Lee, T., 570Lee, W.-T., 77Lee, Y., 725Leek, J.T., 390Leek, T., 49Leenen, L., 77Lehmann, J., 19, 406Lehoczky, J., 710, 711Lei, W., 614Leimeister, S., 160Leiserson, C., 551, 552Leitner, P., 164Lekkas, D., 113Lélis, C.A.S., 325–331, 651–658Lemeshow, H. Jr., 443Lemeshow, S., 328, 329Lemmens, R., 721LeMoigne, J.J., 569Lenkova, P., 312Lennox, C., 326Leo, R.A., 3Leon, D., 459Leon, O., 722Leonardis, A., 478Leres, C., 144

Lessmann, S., 742Leung, H., 530Leutner, D., 412Levenberg, J., 22Levinson, J., 370Lewis, G., 176Lewis, J., 606Lewis, M.C., 761–762Lewis, P.H., 25Leymann, F., 160Leyvraz, P.F., 736Li, B., 596Li, J., 26, 528Li, K., 528Li, M., 422Li, N., 312, 545, 750Li, P., 12Li, S., 421, 422, 459Li, W., 421, 422, 425Li, Y., 370, 421, 422Li, Z., 159, 632Li, Z.-N., 399Liang, S., 721Liang, Y., 77Liao, K., 578Liaw, C.-F., 692Librelotto, S.R., 288Liebman, N., 411Likhar, P., 12Lim, E.G., 554Lim, S.-H., 162Lim, S.H.N., 662Lima, C.A.M., 631–637Lima, I., 276–278, 282, 345, 677Lima, L.F., 571Lin, C., 480Lin, G., 141Lin, L., 370, 421, 422Lin, T., 685, 692Lin, W., 370, 742Lin, Y., 268Lin, Z., 459Lindé, J., 326Lindl, R., 477Linkov, I., 62Linnenkamp, U., 651Linse, D.J., 675Lipsitz, S.R., 746Lipson, H., 51Liske, G., 106Litjens, G., 595Litoiu, M., 163Little, S., 443Liu, B., 89, 312Liu, C., 421, 422, 551, 725Liu, F.-H., 77Liu, J., 351, 701, 702Liu, L., 150, 365Liu, P., 422Liu, S., 106, 365, 366Liu, T.C., 596Liu, T.-Y., 20Liu, X., 20Liu, Y., 479Liu, Z., 69, 89, 370, 478, 692Llorente, I.M., 160, 162, 163

780 Author Index

Lo, H.Z., 43Lo, S., 685, 692Lobanova, N., 360Loconsole, A., 226Lofstead, J., 390Loke, S.W., 351Long, F., 27Longo, M., 351–357Lopardi, A.L.S., 325–331Lopez, M.E., 569López, P., 427López-Trinidad, M.A., 477Lopriore, L., 102Lorenz, M., 722Lou, H., 203Lough, K.G., 729Loukili, A., 12Louzada, F., 741Low, G., 160, 162Lozano-Tello, A., 79Lu, B., 312Lu, B.L., 422Lu, D., 614Lu, G., 721Lu, W.C., 675Lu, Y.H., 351, 589Lu, Z., 370Lubiw, A., 585Lucassen, G., 268Luciano, E.M., 484Luiz, R.L.M, 614Lukasik, W., 226, 227Luke, S., 692Lull, W.P., 668Luna, J.M., 288Lunardi, G.L., 487, 489Lundbäck, J., 709–717Lundbäck, K.-L., 709–717Luo, S., 235Luo, W., 578Luo, X., 208Luong, J.H., 651Lupu, C., 479Lupu, V., 479Luyten, K., 415Lv, J., 295Lynch, M., 163Lynn, T., 141Lyu, M.R., 528Lyubashevsky, V., 71

MMa, H., 69Ma, J., 614Ma, S., 51Ma, W.-Y., 20Ma, X., 235Macdonald, J.R., 659MacDonald, V.H., 151Maceachren, A.M., 578Macedo, H., 369–373Macedo, H.T., 19–23, 311–315, 405–409Mach, P., 351Machado, J.B., 268Macherey, K., 405

Macherey, W., 405Maciel, I., 413Mackowiak, K., 370Maconachy, W.V., 9Madan, B.B., 701Madaus, G.F., 211Madhusudhanan, B., 312Madraky, A., 318Mafaler, R., 318Maglaras, L., 49Mahalik, H., 82Mahalingam, M., 141Mahmood, A.N., 114Mahoney, F.I., 738Maia, F., 652Maimuna, M., 239Mäki-Turja, J., 709, 710, 712, 714Maldonado, A., 203Maleerutmongkol, N., 359–366Maleki, M.R., 295Malge, A., 527Malhotra, R., 295Malik, A.W., 164Malik, J., 603Malishevsky, A.G., 459Mallat, S., 590–592, 596Malone, A., 360Maloof, M.A., 52Maltarollo, V.G., 635Maltzahn, C., 390Mamaghani, F., 753Mambo, M., 69Mammadav, M., 295Mamta Madan, M.M., 141Man, K.L., 554Manata, B., 203Manavella, A., 370Mancini, L., 102Mané, D., 22Manegold, S., 318Mani, B.S., 176Maniezzo, V., 627Manjunath, B., 52, 53Manning, C.D., 19, 21, 22, 405, 406, 422, 425Manola, F., 629Manson, D.P., 49Mäntylä, M.V., 160Marais, P., 208Marasco, E., 208Marcal, I., 195Marciniak, T., 370Marclay, S., 736Marco, G., 326Marcus, G., 390Marcus, N., 411Mardeni, R., 12Marechal, S., 751Margulis, S.A., 318Maria, A., 579Marias, K., 27Marin, C.H.V., 195Marinos, A., 501Markatos, E.P., 89Markeloff, R., 77Markstrom, S.L., 491Markwood, I.D., 479

Author Index 781

Marqués, A.I., 741Marrouche, W., 691–698Martens, B., 159Marthandan, G., 742Martin, E., 150Martin, V., 90Martinelli, F., 113Martínez, A.M., 301Martinez, M., 411Martins Costa, E.S., 159–164Martins, J., 248Martins, M.A., 415Martins, W.M., 569–574Mascetti, S., 370Mashhadi, S., 69, 70Masiteng, K., 221Masluk, A., 119–125Mastrocola, V.M., 213Masuko, T., 433Matei, S.A., 725Mateos, C., 351–357Mathias, S., 736, 738Mathiassem, L., 203Matos, L., 369–373Matsunaga, H., 589Matsushita, Y., 603Matsuzaki, T., 425Matthews, J.N., 114–116Matthews, L.D., 660Mattord, H.J., 49Matuck, G.R., 255–265, 275–283Mauricio, S., 239Maurizio, D.T., 501Mauša, G., 528, 530Maxwell, C.J., 168May, L., 241Mayer, W., 500, 503Mayfield, K., 40Mayhew, S., 479Mays, G.P., 380Mazhitov, M., 759–760Mazo, R., 76, 77McBride, B., 629McCabe, T.J., 530McCaffery, F., 226McCallister, E., 749Mccallum, A., 422, 424McCosker, A., 622McCrohan, K., 10McDaid, K., 226McDermid, R.C., 735McGraw, G., 63McGregor, J., 495McGuinness, D.L., 629McHardy, A.C., 391McHugh, P.R., 738McKenzie, D.R., 662Mclean, T.J., 661McMinn, P., 459Medina, B., 213Meer, P., 461Mehlhorn, K., 685, 686Mehmood, A., 124Mehrabi, S., 585Mehta, G., 208Mei, H., 459

Meingast, M., 746Meinhardt-Llopis, E., 606Meireles, M.A.C., 214Meisters, G.H., 688Melanson, S.E., 746Melis, R., 735, 736Mello, J.L.C., 735–739Melo, F., 162Melo, J.S., 343, 675Meltzer, S.J., 596Memon, A.M., 459, 462Méndez, M., 452Mendonça, M., 413Mendoza, J.A., 627Meng, M.Q.-H., 596Meng, T., 614Mens, T., 451Menzel, M., 162Menzies, T., 528, 530–533Merdith, A., 318Merkel, D., 560Meschtscherjakov, A., 477Mesos, A., 493Messai, M.-L., 186Meunier, P., 63Meyer, F., 561Mialaret, L.F.S., 301–309, 731–733, 741–743Mian, M.A., 530Mian, P.G., 76Miani, R.S., 483Miao, J., 480Micali, S., 108Miccoli, I., 662Michael, M., 370Michaels, L.A., 151, 152Michalski, L., 668Michalski, S., 668Michele, M., 239Michie, D., 333Miguel, M.A., 328, 654Mihalcea, R., 312Mihal’ov, J., 451Mihaylov, V., 459Miikkulainen, R., 675Mikkelsen, L., 722Miklos, M., 176Mikolov, T., 20, 405–407, 421–423, 425Milito, R., 351Miller, E., 629Miller, G.A., 19, 405, 406Miller, J., 668Miller, V., 203Milner, R., 468Miluti-novic, M., 305Minamoto, T., 589–592, 595–601Minelli, M., 119Miner, S.K., 106Mirandola, R., 163Miryala, S., 692Mishra, A.K., 186Mishra, B.D., 20, 21Misra, S., 530Mistrot, J.M., 27Mita, S., 370Mitchell, B., 40Mitchell, J.S.B., 683

782 Author Index

Mitchell, S., 683Mitchell, T.M., 20, 21, 406Mitic, J., 721–723Mitra, S., 475–480Miyajima, C., 479Mizioka, L.S., 245–253Mobasher, G., 288Mobius, B., 433Mock, S.A., 377Moeslund, T.B., 370Mogadala, A., 312Møgelmose, A., 370Moghaddam, B., 478Mohamed, L., 301Mohania, M.K., 623Mohror, K., 390Možina, M., 305Molero, E.C., 12Molina, M., 144, 145Molinari, A., 628Molinos, E.J., 569Molitorisz, K., 451Mollaoglu, S., 203Moloja, M.D., 113–117Monbaron, D., 652Monette, G., 445, 446Monga, R., 22Monteiro, M., 159–164, 377–388Montini, A.A., 255–265, 275–283Montini, D.A., 255–265, 275–283Moody, A., 390Moore, J.-S., 390Moore, S., 22Moorefield-Lang, H., 623Mora-Camino, F., 569–574, 614, 675Moraes, L., 226Moraila, G., 389, 390Morais, H., 201Morand, D.A., 411Morandi, D., 102Moreira Filho, T.R., 527Moreira, V., 312Morency, L.P., 364Moreno, M.A., 627Mori, Y., 596Morimoto, Y., 589, 595Morris, A.A., 652Morrison, J.P., 141Moser, E.G., 652Moshirpour, M., 208Moskovitch, R., 52Mota, R.L.M., 569, 614Motik, B., 629Motta, R., 651–658Motz, C., 333, 334Mount, D.M., 685Mour Barrett, G., 360Mouratidis, H., 162Mousavi, S.M., 295Moussa, R., 530Moyer, R.C., 326Moyers, B.T., 390Mozzaquatro, P.M., 288Mpekoa, N., 113Mubeen, S., 709–717Mues, C., 731, 742

Mukerjee, D., 103Mukherjee, T., 163Müller, C.A., 477Muller, D.E., 688Mulzer, W., 684Muniz, D.L.B., 736Munoz, J.L., 722Mura, W., 201Murata, T., 468Murchony, O., 101Murray, D.G., 22Murthy, K., 362Myers, A., 753Myers, E.W., 27Myers, G.J., 529

NNachtsheim, C.J., 443Naenudorn, E., 239Najafi, B., 736Najjaran, H., 414, 417, 418Nakano, R., 692Nam, G., 162Napoli, R., 67Naranjo, A., 159Narra, J.M., 427–432Nartker, T., 390Nascimento, A.M., 527–534Nashashibi, F., 370Natali, A., 501Natali, C., 76Nataraj, L., 52, 53Natkin, S., 467, 470, 509, 511Navas, J., 233–243Navas, T.I., 149–158Nayak, U.S.L., 736, 738Nealand, A., 746, 748Nedevschi, S., 370, 702Nee, R.V., 11Neil, M., 530Nejdl, W., 628Nekrutenko, A., 389Nelson, B., 81Nemuraite, L., 501Nerurkar, A., 72Neter, J., 443Neto, P.S., 326Neves, M.T., 614Ng, A., 406Ng, A.Y., 19, 21, 22Nguyen, P.Q., 71, 73Niaki, S.T.A., 295Nicholson, A., 49Nickel, C., 113Nickolls, J., 561Nienhüser, D., 370Nigro, C., 468Nihtila, T., 12Ning, X., 631Nirenburg, S., 77Niswonger, R.G., 491Niwattanakul, S., 239Noel, S., 49Nolin, M., 710Nolte, T., 712

Author Index 783

Nonaka, I., 222Noonan, C., 622Noore, A., 530Nordlander, J., 709Nordman, B., 701, 702Norouzi, M., 405North, D., 267, 272Norton, R., 475Nørvåg, K., 545Norvig, P., 276, 277, 279, 311Nosowitz, D., 479Notenboom, E., 527–529Notoatmodjo, G., 65, 751Notredame, C., 390Noy, M., 686, 687Noy, N.F., 629Nunes, D.P., 738Nunes, I.D., 483–489Nunes, M.A.S.N., 411Núñez, A., 163Nunna, S., 351Nurbekov, A., 37, 730, 758, 760Nuriddin, A., 621Nurkas, A., 757–758Nurmuradov, D., 459–465Nurusheva, A., 33–37, 729–730Nussbaum, M., 509, 511Nyknahad, D., 701

OOakland, J.S., 261O’brien, L.A., 635Obrst, L., 77Obuchowski, N., 447Ochola, E.O., 185–190Ochsenreiter, W., 175Ocker, R.J., 411O’Donovan, S., 208Odubiyi, J., 43, 44Ogaard, K., 527Ogata, T., 589Ogievetsky, V., 380Ogurtsova, K., 651O’Halloran, A., 736Ohida, S.O., 81Ohlsson, M.C., 413, 416Ohura, R., 589, 590, 596Oja, E., 461Okamoto, E., 69Okpala, H.N., 621Okuyucu, C., 399Oladipo, O., 569Oladipupo, K., 478Olah, C., 22Olaru, A., 596Olbertz-Siitonen, M., 411Olde, R.M., 735, 736O’Leary, M., 43Olifer, D., 77Olivares, E., 722Oliveira, J.G.B., 579Oliveira, L.B., 207–212Oliveira, P.R., 631–637Olivete, C., 195–200Olsen, P., 64, 749–755

Olson, R., 561Olstedt, K., 722Omachi, M., 370Omachi, S., 370Omar, M., 129Omeni, O., 476Omid, M., 742Omura, H., 589, 590, 595–601Ondáš, S., 390Ong, H., 12Oniga, F., 370Onyegbula, F., 129Oravec, M., 478Orazem, M.E., 660Ordonez, M.J., 528O’Regan, C., 736O’Reilly, P.J.P., 151O’Rourke, J., 683Orrego, A., 530Orsillo, S.M., 413Osborne, J., 226Osherovich, E., 688Osho, O., 81Osman, A.S., 141, 142Osório, F.S., 370Ostermann, S., 163Othman, Z., 318Ou, X., 366Ougiaroglou, S., 288Ovaska, E., 76Overmars, M., 683Oxley, J., 412Ozer, O., 203

PPaar, C., 133Paarmann, D., 561Pacheco-Paramo, D., 153, 154Padfield, G.D., 344, 676Padhye, J., 701Padhye, S., 69–73Padillo, F., 288Padmapriya, S., 478Paganini, P., 97Painumkal, J., 491–498Paja, E., 517, 521Pal, A., 150Palathingal, L., 498Palau, C.E., 722Palhoco, A.R.M.S., 413Paludo, L., 214Palumbo, E., 390Pan, J., 312Pan, J.-S., 26Pan, L., 235Pan, S.J., 632Panchwagh, M.M., 397, 398Pang, B., 333Papamarkos, N., 26Papatheocharous, E., 203Papert, S., 622Paradowski, M., 26Parde, N., 208Parise, A., 49Paritosh, P., 19, 405, 406

784 Author Index

Park, H., 103Park, K., 287, 288Park, K.S., 476Park, Y., 569Paro, H.B.M.S., 415Parsia, B., 27Pasca, M., 407Paschalis, G., 288Pascual, M.B., 301Pasquier, M., 652Passat, N., 321Passetti, E., 203Passos, L.M.S., 467Patah, L., 201Patel, A.G., 628Patel, K., 208Patel, R., 360Patel, S., 659–664Paterson, K.G., 106Pathak, G., 701Patil, S.N., 545Patry, M., 159Pattanaik, V., 614Paul, R.A., 530, 531Paul, U., 731Paulus, R., 405Pavlovicova, J., 478Pavlyukevich, I., 693Pearson, M., 141Pechenizkiy, M., 288Pedersen, B.S., 561Pedregosa, F., 461Pedreiras, P., 712Pei, J., 305, 545Pei, W., 422, 425Peikert, C., 71Pelaez, C., 684Pellegrini, R.M., 201–205Pelzl, J., 133Penatti, O.A., 26Pencina, M.J., 447Peng, F., 422Peng, H., 27Peng, R.D., 389, 390Pengfei, G., 370Pennebaker, J.W., 411, 412Pennington, J., 405, 406Pentland, A., 478Penya, Y.K., 702Peralta, L.M.R., 150Perea-Ortega, J.M., 312Pereira, A.C.M., 312Pereira, F.C.N., 424Peres, S.M., 287Pérez, C., 160Pérez, J.C., 160, 162, 163Pérez-Castillo, R., 162Perktold, J., 530, 531Perry, K., 596Peshek, T.J., 318Pesti, P., 150Petersen, K., 160Pe-than, E.P.P., 214Petitjean, F., 321Petrakis, E.G., 26Petrini, C., 579

Petrova, M., 11Petry, F.E., 399Pettersson, J.S., 113Pfahringer, B., 362, 532Pfeiffer, G., 133Pfleeger, S.L., 226Pfnür, H., 662Phelps, D., 569Philipsen, M.P., 370Phillips, A., 81Phillips, V., 208Phillips, W., 208Piaget, J., 622Piatetsky-Shapiro, G., 287Piattini, M., 162Piccinini, F., 627–630Piccolo, A., 49Pidcock, C., 46Pierpaolo, C., 501Pillai, K., 318Pilz, A., 684Pimentel, M., 411, 412Pineda, M., 691Pinheiro, C.A.M., 345, 677Piniarski, K., 370Pinson, E., 692Pinter, Y., 421Pinto, R.M.C., 415Piparia, S., 459–465Pipher, J., 70Piraghaj, S.F., 163Pires, L.F., 267–273Plankensteiner, K., 163Planning, S., 527Plourde, K., 62Plummer, E., 561Pock, T., 604, 606Pocock, A., 622Podgurski, A., 459Podnar Zarko, I., 722Podsiadlo, D., 736, 738Pointon, J., 742Polajnar, M., 305Pollack, J., 675Pollard, E., 370Pollock, L., 459Polubelova, O., 77Pontil, M., 633Pop, M., 561Popa, R.A., 91Popa, V., 427–432Porter, A., 476Porwik, P., 745, 746Pouyanfar, S., 628Powell, T., 39Powers, D.M.W., 444Prabakaran, S., 614Prabhakar, S., 433Prabhu, D., 399Prabhu, N.R., 397–402Prado, A.F., 175Prado, P.V., 370Prajeeshan, R., 478Praneetpolgrang, P., 483, 484Prasad, W., 241Prechtl, H., 412

Author Index 785

Premaratne, P., 167–173Preneel, B., 70Pressman, R.S., 248Prettenhofer, P., 312Preusser, F., 668Prieto, P., 390Prikladnicki, R., 214Prins, C., 691, 692Prins, S., 692Priya, D.V., 370Procopiuc, M., 197Procopiuc, O., 197Prodan, R., 163Prodan, S., 370Proebsting, T., 389, 390Pryor, S., 621Psaila, G., 163Pugh, K., 233Pugliese, V.U., 233–243, 245–253Punnekkat, S., 459Pyatkovskiy, M., 91

QQadah, G., 652Qasha, R., 162Qi, B., 370Qi, Y., 422Qian, R., 366Qin, H., 196Qiu, X., 422, 425Qu, Y., 177Queiroz, F.S., 233–243Quinlan, J.R., 362Quint, P.-C., 162Quittek, J., 142Qusef, A., 225

RRaabe, A.L.A., 214Rabhi, F., 159, 160, 162, 164Radhakrishna, V., 318Radjenovi, D., 530Raghavan, V.V., 399Ragsdale, D., 9Rahayu, W., 351Rahbar, S., 651Rahman, A.S.M.M., 365Rahman, M.F.A., 569Raisinghani, S.C., 675Raja, T.S.R., 186Rajkumar, J., 710, 711Ram, K., 176, 389Ramakrishnan, R., 750Ramanauskaite, S., 36, 77Ramón Fonseca Cacho, J., 389–395Ramos, A.B., 614Ramos, A.C.B., 343–350, 569–574, 613–617, 675–680, 735–739Ramos, F., 51–58Ramos, K.H.C., 484Ramrez-Vigueras, A., 684Rana, O.F., 162Rangan, C.P., 69Ranjan, P., 530Ranjan, R., 162, 492

Rao, K.M., 12Rao, K.N., 226Rao, K.S., 433Rashid, T., 398Rashid, U., 25–31Raskjn, V., 77Raspall, F., 144, 145Rathore, R., 476Rathore, S.S., 530, 533Ratnasamy, S., 91, 701, 702Rätzmann, M., 530Rau, M., 162Ready, R., 411–413Reda, R., 627–630Reddy, C.K., 627Redwine, S.T. Jr., 64Reed, T., 49Regan, G., 226Regan, M., 476Regev, O., 71, 73Regnell, B., 226, 413, 416Reich, J., 701Reichart, R., 407Reinders, M.J.T., 477Reinertsen, D., 210Reis, H.M., 207Reis, J., 312Ren, K., 364Renaut, S., 390René, D., 468Rengaswamy, R., 295Rennison, D.J., 390Rettinger, A., 312Reutemann, P., 362, 532Revaud, J., 604Reyes-Muñoz, A., 477Reynares, E., 500Reyno, E.M., 467Reza, H., 527Rezende, E., 51–58Rezende, L.P.d., 512Rhem, J., 267Riasi, A., 742Ribeiro, J.M., 213–218Ribeiro, L.R., 675Ribeiro, M.X., 317–323, 577–587Ribeiro, N.N., 412, 413Ribeiro-Neto, B., 25Ricart, W., 652Riccucci, S., 627Rice, A., 352Richard, H., 239Richards, D., 43, 44Richardson, S., 736, 738Richter, K., 709Riedl, C., 160Rierson, L., 246Riihijarvi, J., 11Riley, M., 433Ringuette, M., 21Rios, E., 527Ripari, P., 255–265Ristaniemi, T., 12Rivard, S., 159Rivera, D., 203Rivera, R., 54

786 Author Index

Riverst, R., 551, 552Rizzardi, A., 102Rizzi, A., 370Robbins, A., 412, 413Robert, C., 239Robert, P., 736Robinson, A.J., 660Robinson, P., 364Robinson, T., 407Robson, E., 235Roccetti, M., 627Roccosalvo, J., 539–544Rocha, J., 579Rocha, J.E.M., 195–200Rochead, A., 621Rodger, S., 197Rodger, S.H., 196Rodgers, B., 208Rodgers, W., 621Rodrigues, G.A.P., 89Rodrigues, M.C., 412, 413Rodriguez, D., 530Rodríguez, J.M., 352Rogaway, P., 107Rogelj, P., 26Rom, R., 149Romani, L.A.S, 577–587Ronchetti, M., 628Roopteja, M., 239Roosta, T., 746Roque, D.P., 343–350, 614, 675–680Roque, L., 467, 509Rorres, C., 169Ros, M., 167–173Rosa, F.F., 75Rosas, R., 509, 511Rose, W.E., 746Rosehart, W., 208Rosen, D., 653Rosenbaum, L., 632, 633Rosenberg, A., 461, 462Rosenberg, M., 81–87Rosenberg, T., 49Rosenstiel, W., 370Rosenthal, J.S., 296Ross, A., 433Ross, K.S., 578Ross, S.A., 552Roszbach, K., 326Rote, G., 684Roth, R.E., 578Roth, S., 606Rothermel, G., 459, 462Rothwell, J., 540Rourke, L., 411Rouse, J.W. Jr., 578Rousseeuw, P.J., 461Rowe, N.C., 115, 116Rowley, H.A., 478Rubin, K.S., 246, 247Rubinstein, M., 552Rückert, U., 632Rudebusch, G.D., 354Rüger, S.M., 26Rui, S., 26Ruiz, J., 652

Ruiz-Cortés, A., 162RuleSpeak, L., 500Rumbaugh, J., 225Runeson, P., 226, 413, 416, 528, 530Rupnik, J., 731Rupp, A., 133Ruppert, G., 51–58Rush, A.M., 421Russakovsky, O., 51Russel, A., 45Russell, B.C., 27Russell, S., 276, 277, 279Rusu, L., 484Ruuska, I., 203Ruwan, W., 241Ryabko, S.D., 35Ryder, J., 343, 675Ryoo, J., 77Ryu, M.S., 476

SSaaty, T.L., 460Sabaliauskaite, G., 226Sabbagh, R., 213Sacca, D., 49Sachdeva, V., 208Sadasivan, G., 142Saddik, A.E., 365Saenko, I., 77Safdari, M., 12Sagisaka, Y., 433Saha, S., 12Sahni, S., 691Saito, A., 195Saiyod, S., 114Sak, H., 357Sakata, Y., 590, 596Sakkalis, V., 27Sakthidharan, G.R., 312Salamanca, A., 162Salamat, A., 12Salarian, M., 370Salas, C., 621Saleem, K., 621–624Salim, S.S., 226Salinesi, C., 76, 77Salini, P., 76, 77Salnitri, M., 517Salomoni, P., 627Salzberg, S.L., 561Samad, S.A., 478Samadi, M., 21Samer Wazan, A., 517Samet, H., 479Sampath, S., 459, 462Sanchez, C., 596Sánchez, J., 606Sánchez, J.S., 741Sanders, W., 114Sandler, C., 529Sandom, C.J., 25Sandoval, E., 162Sandve, G.K., 389Sangster, B., 53Sansom, J., 167–173

Author Index 787

Santarelli, T., 343, 675Santos, B.S., 411–418Santos, F.A.O., 19–23, 311–315, 345, 405–409, 677Santos, H.F., 267Santos, J.L.F., 738Santos, M.D.L., 569Santos, M.D.M., 614Santos, M.S., 19–23Santos, M.T.P., 317–323Santos, R., 712Sapiro, G., 761Saputra, K.I., 370Sarantopoulos, M., 427Saravanan, P., 312Sardana, A., 102Sargut, G., 203Sari, A., 149Sarmah, K., 434Sarmany-Schuller, I., 412Sastry, N., 186Sastry, S., 746Satheesh, S., 51Sathiya, S., 370Sato, F., 596Satter, E.K., 661Saurabh, G., 176Savi, R., 214Savola, R., 76Savva, G.M., 736Scaife, A.A., 701, 702Scandurra, P., 163Scarfone, K., 63, 65, 749, 751Schaeffer, T.T., 668Schain, A., 27Schapire, R.E., 478Scharfetter, H., 477Scharstein, D., 606Schell, J., 207, 212, 578Schick, L., 175Schimmler, M., 133Schindhelm, C.-K., 721Schirra, S., 685Schlienger, T., 10Schlimmer, J.C., 21Schlipsing, M., 370Schloss, P., 561Schmid, C., 604Schmid, S., 721, 722Schmidhuber, J., 357, 424Schmidt, D., 710Schmidt, H., 517Schneider, A., 351Schneider, C., 751Schneier, B., 133Schnoerr, C., 603Schnoor, B., 162Schofield, E., 26Schöning, J., 415Schoon, Y., 735, 736Schou, C.D., 9Schröder, M., 46Schubert, F., 241Schuh, M., 318Schultz, E.E., 62, 751, 752Schulz, E., 162Schulz, L.T., 746

Schunck, B.G., 603Schuschel, D., 295–297Schuster, M., 22, 405, 407Schwaber, K., 208, 214, 222, 246, 247, 267Schwartz, T., 477Schwarzkopf, O., 683Schwarzott, W., 722Schwenk, M., 736Scinvasan, B.B., 569Scolaro, J., 343, 675Scott, J., 701Scutchfield, F.D., 380Sczyrba, A., 391Seabold, S., 530, 531Seabra, R.D., 213–218Seager, T.P., 62Sears, L., 604Sebastián, M., 54Sebastiani, F., 398Security, W.W., 49Sekar, V., 113Selaru, F.M., 596Selau, L.P.R., 731Selvi, S.S.D., 69Selway, M., 500, 503Sempere-Payá, V., 153Senior, A., 357Sennewald, C.A., 62Senserrick, T., 475Sentilles, S., 710Seo, S.H., 69Seo, S.-S., 356, 357Seow, H.-V., 731, 742Sepehr, S., 212Serokhvostov, S., 613–617Seroussi, G., 761Serpedin, E., 175Serrano, M., 589Sert, M., 399Setio, A., 595Settles, B., 20, 21, 406Seung, H.S., 461Sewovoe-Ekuoe, F., 569Seycek, S., 159, 160Sgandurra, D., 113Sha, L., 710, 711Shaa, D.Y., 692Shabanah, S.S., 201, 214Shabtai, A., 52Shafer, S.A., 569Shah, A., 201Shah, M., 201Shahmehri, N., 76, 77Shahzad, B., 621–624Shahzad, F., 141, 142Shala, L.A., 528Shamir, A., 133Shangin, V., 35Shanguin, V.F., 35Shani-Sherman, T., 414, 415, 417Shankaran, A., 389, 390Sharda, R., 288Sharifi, M., 351Sharir, M., 685Sharma, B., 162Shaw, J., 651

788 Author Index

Shawish, A., 288She, L., 398She, M., 476, 479Shearer, R., 629Shelby, Z., 721Shemy, R., 133–137Shen, F., 539–557Shen, H., 149, 158Shen, W., 186Shenoy, A., 746Shepperd, M., 530, 531Sherman, R., 427Sherpa, T.D., 569Sherry, J., 91Sheshadri, R., 12Sheu, F.-S, 651Shevade, S., 362Shguemori, E.H., 614Shi, J., 352Shi, L., 149Shi, Q., 614Shi, X., 370, 421, 422Shi, Z., 370–373, 389, 390, 422, 425, 545Shibata, D., 596Shiflet, A.B., 551, 555Shiflet, G.W., 551, 555Shigemura, R.A.L., 245–253Shiguemori, E.H., 569, 614Shih, C., 433Shim, K.A., 69Shirata, C.Y., 326Shiratsuchi, L.S., 579Shiva, S.G., 528Shlens, J., 22Shneiderman, B., 378Shokri, S., 203Shoneye, T., 360Shor, P., 69Shoup, V., 107, 110Shrader, M.W., 661Shreekantha, T., 433Shrivastava, A., 21Shtern, M., 163Shustova, V., 596Shute, J., 120Sibertin-Blanc, C., 510Sidhu, G.K., 195Sidi, M., 149Siegelmann, H.T., 399Sierra, K., 235Siers, M.J., 530Sierszecki, K., 710Siitonen, M., 411Silari, S., 102Siles, L.S., 208Silva, D.C., 635Silva, T., 268, 272, 273Silveira, C.R. Jr., 317–323Silverman, J.H., 70Silver-Thorn, M., 540Sim, T., 365, 478Simao, J.B., 483Simian, D., 177Simões, R.S., 631–637Simonis, I., 721Simons, A., 623

Simonyan, K., 52, 53Simplício, P.V.M., 343, 344, 676Simuth, J., 412Sinda, M., 53Singer, P.W., 750, 751Singer, Y., 407Singh, A.K., 443–447Singh, B., 12Singh, G., 614Singh, H., 745Singh, S., 69–73, 502Singhal, P., 314Singleton, K.J., 326Singthongchai, J., 239Sips, R., 207Sistla, A., 208Sjödin, M., 225–232, 709, 710, 712, 714Skadron, K., 561Skala, K., 351Skersys, T., 501Skiena, S.S., 683Skok, M.M., 731Skounakis, E., 27Skraba, P., 731Skvarenina, T.L., 170Slack, N., 256–260Slama, J., 675Slama, J.B.H., 411Slatter, D., 623Sleigh, A., 622Sloetjes, H., 45Smith, B., 746, 748Smith, J., 661Smith, J.W., 162Smith, M., 604Smith, R., 49, 326Smith, R.G., 49Smith, S.A., 380Smith, S.M., 27Smyth, P., 287Snyder-Mackler, L., 660So, M.C., 731Soar, J., 103Soares, M.S., 471Socher, R., 19, 21, 22, 405, 406Söderberg, J., 622Sohn, R.H., 476Sojat, Z., 351Sola-Gazagnes, A., 652Solon, O., 93–96Sommerville, I., 162, 248Song, J., 721Song, M., 589Songzheng, Z., 277Sontag, D., 421Sooksatra, S., 370Soroa, A., 407Sosna, D., 333, 334Soto, J.M., 162Sotto, L.F.D.P., 528Souag, A., 76, 77Souppaya, M., 65, 751Soursos, S., 722Sousa, S.M., 214Souter, A., 459Souza, D.M.T., 735–739

Author Index 789

Souza, P.L., 268, 269, 271, 272Souza, T., 201Souza, W.L., 175Sovic, I., 351Speck mann, B., 684Spiegelhalter, D.J., 333Splinters, J., 96Spronk, R., 39Sreenath, K., 570Sridharan, K.D.M., 141Srikant, R., 545Sriram, I., 163Sriram, R.D., 102Stac, T., 77Stadon, J., 477Staggs, C., 559–565Stahl, C., 469, 470Stajdohar, M., 305Stanculescu, L.C., 207Stanek, M., 26Staniforth, S., 668Stanley, K.O., 675Staric, A., 305Starner, T., 478Staš, J., 390Stasch, C., 721Stasko, J., 378Steele, J., 377Steen, M., 175Stehle, D., 72Stein, B., 312Stein, C., 551, 552Stein, R.M., 301Steinbach, M., 545Steinberger, J., 312Steinberger, R., 312, 314Steinbruecker, F., 604Steiner, B., 22Steiner, M., 326Steinfeld, R., 72Stelfox, H.T., 735Stengel, R.F., 675Steuart, C., 81Stevenson, M., 475, 476Stevenson, W.J., 277, 279Stewart, H., 622Steyerberg, E.W., 443, 447Stirling, D., 167–173Stober, T., 247Stofsky, E., 390Stokes, D., 540Stokes, K., 622Stol, J., 686Stoll, M., 605Stone, R., 729Storey, V.C., 427Stouffer, K., 63Straker, L., 737Strauch, S., 160Streltsov, A.A., 34Stumptner, M., 500, 503Sturdivant, R.X., 328, 329Sturge, T., 19, 405, 406Sturt, J., 411, 412Stützle, T., 694Su, H., 51

Su, J., 196Subrahmanian, E., 102Subramani, S., 208Subramaniam, L.V., 623Subramaniam, M., 621Subramanian, S., 422, 423Subsermsri, P., 484Sukys, A., 501Sultan, I., 295Sumiko, M., 239Sun, F., 421, 422Sun, J., 627Sun, W., 203Sun, X., 422, 425, 476, 479Sun, X.C., 589Sun, Y., 69, 421, 422Sundmark, D., 459Sunne, W., 246Sunwoo, M., 370Súo Cristóvão, S.E., 405Super, G., 251Supriya, B., 478Suran, S., 614Suryanarayanan, V., 114Susan Hansche, C., 750Sushmitha, N., 478Susi, A., 459, 460, 462Sutherland, J., 208, 214, 222, 233, 246, 247, 635Sutskever, I., 20, 22, 52, 405, 406, 422, 423Swami, A., 288Swamy, C., 701Sweeney, D.J., 260, 261Swetina, J., 721Szabo, L., 203Szelinsky, R., 606

TTabasam, G., 660Tabassum, M.R., 746Tabassum, T., 569Taberkhan, R., 729–730Tabriz, S., 561Taconi, L., 201Tadeucci, M.S.R., 343, 675Taft, N., 702Taghva, K., 389–395, 447Tahat, N., 70Takeda, K., 433, 479Takeuchi, H., 222Talukdar, P.P., 20, 21Talwar, K., 22Tam, D., 119Tamaki, C.M., 735–739Tamassia, R., 749, 751Tamma, R., 82Tan, C., 312Tan, C.S.S., 415Tan, P.-N., 545Tan, Z., 69Tanaka, S., 213Tanaka, Y., 589–592Tanasijevic, M.J., 746Tanenbaum, A.S., 175Tanenblatt, M., 433Tanev, H., 312

790 Author Index

Tang, C., 69Tang, C.-K., 365Tang, Y., 480Tanvi, B., 239Tao, G., 370Tapparello, C., 352Tarboton, D.G., 492Tarín, C., 652Tashtai, B., 757–758Tasinaffo, P.M., 233–243, 245–253, 276Tasir, Z., 411, 412Tate, M., 159Tate, S.R., 106, 108, 109Tausczik, Y.R., 411, 412Taylor, C., 333Taylor, H., 203Taylor, J., 19, 389, 405, 406Taylor, N., 623Taylor, P.G., 731Taylor, R.N., 459Team, Q.D., 561Tegenkamp, C., 662Teixeira, L.A.L. Jr., 77ten Holt, G.A., 477Teniente, E., 721ter Hofstede, A.H., 468Teufel, S., 10Teuteberg, F., 159Thangasamy, S., 478Theophilo, A., 51–58Thoma, G.-B., 412Thomas, L.C., 731, 742Thomson, I., 94Thorpe, C., 163Thrope, C., 569Thrun, S., 370Thuemmler, C., 351Tian, L., 530Tian, Y., 545–550Tianshi, L., 277Tibério, I.C., 415Tibshirani, R., 416, 443Tichy, W.F., 451Tiejun, J.X., 141Tijms, H.C., 479Tinetti, F.G., 452Tinneti, M.E., 736Tjoa, S., 77Tofte, M., 468Tokuda, K., 433Toledo, D.F., 195Tonella, P., 459, 460, 462Tong, W.-S., 365Toolbox, S., 77Toosi, A.N., 164Toplak, M., 305Torkar, R., 530Torralba, A., 27Torres, R.d.S., 26Toumazou, C., 476Tovinkere, V., 452Townsend, G., 421–426Traina, A.J.M., 319Traina, C. Jr., 319Tran, J., 545–550Tran, L.C., 167–173

Tran, N.-K., 407Tran, T.T., 365Trapnell, C., 561Trehard, G., 370Trietsch, D., 691Trifonova, A., 628Trinidad, L., 539–544Trinidad, P., 162Trivedi, M.M., 370Trossini, G.H., 635Trouvain, J., 46Truck, D., 737Tsai, C., 742Tseng, F.-H., 186Tseng, H., 422, 425Tsetse, A., 11–16Tsou, B.K., 312Tsuburaya, A., 589Tsujii, J., 425Tsuruoka, Y., 425Tsuruta, K., 590Tuba, E., 177Tuba, M., 177Tucker, A.B., 195Tucker, P.A., 22Tulebayev, Y., 757–758Tumer, I., 729Tumer, I.Y., 729Turchi, M., 312, 314Turk, M., 478Turki, T., 632Turkulainen, V., 203Turnbull, B., 81Turner, C., 43, 44Tuya, J., 530Tuytelaars, T., 319Tweneboah-Kodua, S., 11–16Twin, J., 561Tzoukermann, E., 433

UUdayashankarab, V., 433Ujlambkar, A.M., 399Umberger, H., 63Umek, L., 305Underwood, S., 124Untch, R.H., 459, 462Unterkalmsteiner, M., 226Unwin, N., 651Urrutia, J., 684, 687Usuda, K., 69Usunier, N., 20, 406Uusitalo, E.J., 226

VVacca, J.R., 66, 750–753Vaikuntanathan, V., 71Vaithyanathan, S., 333Valacich, J., 751Valette, R., 513Valle, E., 26Van Den Bergh, J., 415van der Aalst, W.M., 468–470, 510, 512Van Der Goot, E., 312

Author Index 791

van der Laak, J., 596van der Maaten, L., 54van der Pauyv, L., 660van der Schaar, M., 241Van derWijst, N., 325Van Doorn, M.G., 25Van, D.P., 692Van Durme, B., 405, 406van Ginneken, B., 596Van Gool, L., 319Van Hee, K.M., 468, 510, 512Van Kempen, J., 735, 736van Kreveld, M., 683Van Lamsweerde, A., 517van Santen, J.P.H., 433Van Solingen, R., 414, 485van Vuuren, J.J., 77Vanck, T., 634Vander Weele, E., 754Vanderlinden, H., 746, 748Vandierendonck, H., 451Vanhatupa, T., 12Vanhelst, J., 737Vanhoucke, V., 22Vanker, C., 222Vanti, A.A., 483Vapnik, V.N., 632Varadharajan, V., 746Varetto, F., 326Vargas H., T.R., 149–158Vargas Neto, D., 201Varnek, A., 631Varsamopoulos, G., 163Vasconcelos, N., 370Vashist, S.K., 651Vassilvitskii, S., 461Vasudevan, V., 22Vatsavai, R.R., 577Vazeou, A., 652Vázquez Poletti, J.L., 163Vázquez, S., 312Vega, L., 467, 470, 509, 511Vehí, J., 652Veiga, D.F., 735–739Velipasalar, S., 370Veloso, M.M., 21Venkataramiah, N., 141Venkatasubramanian, V., 295Venkatesh, V., 725Ventura, S., 288Vera-Licona, P., 391Vercauteren, F., 70Verdonschot, S., 585Verma, V., 70Vermesan, O., 722Verner, J., 203Vial, P.J., 167–173Vianna, M., 213, 214Vianna, Y., 213, 214Vician, C.M., 411, 412Vickers, A.J., 447Viega, J., 63Viégas, F.B., 22Viehl, A., 370Viera, F., 162Vigeral, C., 652

Vik, S.A., 168Viljanen, L., 75, 77Villa, M., 475–480Villalba, L.J.G., 89Vines, T.H., 390Vinh, N.X., 461, 462Vinyals, O., 22Viratanapanu, A., 142Vishwanathan, R., 105–111Vivek, S.S., 69Vivienne, S., 622Vogtenhuber, B., 684Vollmer, A., 203Volz, S., 605vom Brocke, J., 500Von Wangenheim, C.G., 213, 214Vucovich, J.P., 729Vulgarakis, A., 710Vural, F.T.Y., 26Vyas, G., 399

WWaad, B., 301Wagner, D., 113, 133, 186, 352Waguespack, Y., 551Wai Wong, A.C., 476Waite, A., 627Wake, W., 214Wakeman, L., 731Walchshausl, L., 477Wallis, W.A., 463Walton, S., 693Wan, X., 312, 314Wandra, K.H., 478Wang, C., 158, 370Wang, D., 742Wang, G., 20, 69Wang, H., 158, 235, 370, 422, 425Wang, H.-Y., 20Wang, J., 476, 479Wang, J.-M., 370Wang, J.T., 632Wang, J.Z., 26Wang, L., 25Wang, P., 81–87, 127–131Wang, R., 158Wang, R.C., 21Wang, S., 596, 614, 632Wang, W., 366Wang, X., 89, 105, 106, 421, 422, 614Wang, Y., 141, 312, 362, 604, 722Wang, Y.-L., 597Wang, Z., 370Wanga, L., 692Warden, P., 22Warren, A.M., 389, 390Wasscher, J.D., 661Watanabe, T., 589Watson, P., 64, 162Wattenberg, M., 22, 378Waxman, A.M., 569Way, T.P., 196Wazan, A.S., 517–524Weaver, D.F., 635Webb, A., 27

792 Author Index

Weber, M., 150, 370Webster, G.D., 52Webster, J.G., 659, 660Wedel, A., 606Weeks, S., 106, 108, 109Wehlre, K., 101Wei, P., 105, 106Wei, Z., 632Weickert, J., 603Weil, C., 651Weinberger, M.J., 761Weinzaepfel, P., 604Weisbecker, A., 452, 453Weiss, D.M., 328, 414, 485, 656Weiss, R., 539, 540Welch, D., 9Wen, J., 459Werbach, K., 213Werner, C., 213, 214Werther, J., 49Wesoelse owski, T.E., 745, 746Wesslen, A., 413, 416Westgaard, S., 325Westing, B.M., 377Weston, J., 19, 20, 405, 406, 422Wheeler, J., 492Wheeler, N.R., 318Whipple, A., 40White, E.A., 660White, G.B., 49White, J.S., 114–116White, S.K., 127White, T.M., 196Whiting, D.R., 651Whitlock, K., 627Whitman, M.E., 49Wicke, M., 22Wickham, H., 389Wickremasinghe, B., 163Widyantoro, D.H., 370Wiebe, J., 312Wieck, A.D., 663Wiedenhoft, G.C., 484Wieelthier, J.E., 151, 152Wijesinha, A., 12Willemse, C.A., 169Willemse, W.W., 169William, R., 239Williams, C., 476Williams, D., 49Williams, J., 49Williams, K., 127–131Williams, M., 540Williams, T.A., 260, 261Wilson, C., 63Wilson, R., 81–83Win, K.T., 746, 748Winakor, A., 326Wirth, R., 288Wise, J., 604Witten, D., 443Witten, I., 305, 362Witten, I.H., 362, 532Wittenburg, P., 45Wiwatwattana, N., 359–366Wlazlak, P., 203

Wlodarczak, P., 103Wohlin, C., 413, 416Wolf, D.F., 370Wolf, F.M., 485Wolf, P., 203, 370Wolpert, D.H., 362Wong, W.E., 77Wong, W.M., 623Woo Kim, C., 288Woods, E.R., 569Woodward, M., 475Wosinska, L., 692Wostmann, B., 692Wright, J., 129Wrobel, J.S., 736Wu, C., 295, 296, 685, 692Wu, D., 158Wu, G., 480Wu, L., 421–426Wu, M., 528Wu, R., 491–498, 614Wu, S., 736Wu, Y., 405, 422, 425, 614Wu, Y.-C., 175Wüchner, P., 153, 154Wunsch, D., 460, 461, 653Wylie, T., 318

XXi, L., 295Xia, X., 326Xia, Y., 370Xiao, J., 312Xiaomin, C., 370Xie, J., 73Xie, Q., 462Xie, Z., 421, 422Xin, Y., 422, 425Xing, J., 365Xing, T., 115Xiong, C., 405Xiong, G., 370Xu, C., 20Xu, H., 365Xu, L., 77, 115, 365, 603Xu, R., 460, 461, 653Xu, S., 203Xu, T., 422Xu, W., 43Xu, Y., 596, 754Xu, Y.-Q., 365Xue, D.-X, 597Xue, F., 67Xue, G.-R., 312Xue, J., 370Xue, N., 422

YYadav, R.S., 12Yahaya, S.Z., 569Yakhnenko, O., 20, 406Yamada, T., 692Yamaguchi, H., 589, 595Yan, H., 421–426

Author Index 793

Yan, J., 43, 44Yan, S., 365Yanaguya, L.H., 245–253Yang, B., 69Yang, C., 26Yang, H., 159Yang, I.V., 561Yang, M., 370Yang, N., 421, 422Yang, Q., 632Yang, X., 370, 421–426Yang, X.-S., 692, 695Yang, Y., 628Yao, L., 480Yao, X., 675Yates, M., 82Yavlinsky, A., 26Yazici, A., 399Yearwood, J., 295–297Yee, B.S., 106Yee, N., 414, 415, 417Yegnanarayana, B., 433Yeh, A.B., 295, 296Yeh, Q., 93Yeh, Y., 530Yen, I., 530, 531Yersakhanov, K., 33–37, 729–730Yeung, K.Y., 390Yi, Y., 539–544Yim, K., 480Yin, J., 596Yin, K., 295Yin, S.X., 295Yin, Y., 545Yli-Huumo, J., 124Yoneda, K., 370Yoo, S., 459, 460, 462Yoon, J., 241Yoon, T., 287, 288Yoshikawa, T., 589Yoshimura, T., 433Yosinski, J., 51You, X., 343, 675Yu, D., 19Yu, F., 295, 296Yu, M., 20Yu, W., 692Yu, Y., 22, 69, 312Yuan, W., 480Yue, Z., 277Yue-Li, W., 762Yuen, J., 27Yu-Feng, L., 762Yurcik, W., 195Yusoff, W.F.W., 742Yusop, M.G.I., 12

ZZaabi, K.A., 83Zabolotnyi, R., 164Zach, C., 606Zachary, W., 343, 675Zachery, K., 7–9Zadrozny, B., 312Zagal, J.P., 509, 511

Zagar, L., 305Zagoris, K., 26Zappa, A., 722Zare, H., 61–68, 745–755Zare, M.J., 61–68, 745–755Zarras, A., 52Zaslavsky, A., 722Zavarella, V., 312Zavgren, C.V., 326Zbontar, J., 305Zeldovich, N., 49Zell, A., 632, 633Zemmouchi-Ghomari, L., 268, 269Zemont, G., 226, 227Zeng, L., 545Zhai, J., 421, 422Zhai, S., 312Zhang, A., 692Zhang, C., 370–373Zhang, D., 26Zhang, E., 378Zhang, G., 370Zhang, G.Q., 318Zhang, H., 149, 158, 528, 530Zhang, J., 421, 422, 539–544, 551–557Zhang, L., 459Zhang, N., 554Zhang, R., 597Zhang, S., 725–727Zhang, T., 235Zhang, X., 311–315, 528, 530Zhang, Y., 365, 370, 425Zhang, Z., 186, 312, 422, 425Zhao, H., 422, 425Zhao, J., 312Zhao, N., 370Zhao, P., 318Zhao, W., 478Zhao, Y., 26, 447Zheming, L., 370Zheng, D., 651Zheng, J., 604Zheng, N., 370Zheng, X., 22, 422Zheng, Y., 105, 106Zhivich, M., 49Zhong, L., 613–617Zhong, S., 590Zhong, V., 405Zhonglong, X., 370Zhou, J., 69, 411Zhou, L., 746Zhou, X., 312, 365Zhou, Y., 370, 530Zhu, C., 422Zhu, H., 76Zhu, J., 49, 351, 528Zhu, Q., 492Zhu, X., 295Zhu, Z., 26, 478Zieba, D., 333–340Zingaretti, P., 628Zisserman, A., 52, 53Zissis, D., 113Zitnik, M., 305Zoghi, P., 163

794 Author Index

Zöllner, J.M., 370Zong, C., 421, 422Zong, W., 370Zonouz, S., 114Zoroja, J., 731

Zou, T.T., 596Zou, Z., 370–373Zseby, T., 144, 145Zunino, A., 351–357Zupan, B., 305

Subject Index

AAbel, 5Access control lists (ACLs), 4Access Control Systems (ACSs), 750AccessData, 82ACO, see Ant colony optimizationActivin receptor-like kinase 5 (ALK-5), 635AdaBoost machine learning algorithm, 478Adaptive background suppression filter (AdaBSF) algorithm, 370, 371Adaptive provisioning, 492Aerodynamic coefficients, 344AES

AES-NI, 133, 134block cipher, 133vs. DES, 133encryption, 133

Affective empathy, 413Aggregate MAC protocol data unit (A-MPDU), 12Aggregate MAC service data unit (A-MSDU), 12Agile development

agility, 225, 226continuous delivery, 226documented requirements, 225face-to-face communication, 226functional and non-functional requirements, 225high-level design, 225RT (see Requirements traceability)testing, 226

Agile Manifesto, 222Agile methodology

gamification, 207–209 (see also LevelLearn game)Scrum, 207, 208vs. waterfall methodology, 207

Agile Scrum methodartifacts, 247ceremonies, 247roles, 247Scrum, pillars of, 247Sprint, 247tailoring, 249

Agile software developmentBDD

principles, 268ubiquitous language, 267user story and scenario ontology, 271–273

EAMS-CBALM, 267Evaluation Management module, 269, 271Evaluation Process ontology, 271, 272teaching-learning process, 269User Story and Scenario Ontology, 271–273

ontologiesapplication ontology, 268

domain ontology, 268HERO, 29, 268IS design, 267K-CRIO ontology, 268OntoSoft agile process, 268task ontology, 268top-level ontology, 268UFSCar, 269–271

product backlog, 267research questions, 268Scrum, 267sprint backlog, 267

Agile testing, 247–248Alternate Marching algorithm (AM algorithm),

687–689Amazon Elastic Compute Cloud (EC2), 549Amazon Elastic MapReduce (EMR) platform, 549Amazon-review (AR) dataset, 311

comprehensive evaluation, 312dataset and training details, 313multilingual matches, 312STAs, 312

American Public University System (APUS), 129–131Analytic hierarchy process (AHP), 460Android battery availability prediction model, see Mobile device

battery lifetime prediction modelAngle of attack, 344ANNIGMA, see Artificial Neural Network Input Gain Measurement

ApproximationANNs, see Artificial neural networksANN Times Series (ANNT), 261ANOVA analysis

for clustering algorithms, 463, 464for dimensionality reduction techniques, 463for inter-cluster ranking criteria, 463

Ant colony optimization (ACO)algorithm, 695, 698initial trails, 695pheromones updates, 694Taillard Benchmark instances, 695–698trails selection, 695

Anti-goals, 519, 522Antivirus (AV) labels, 54Application ontology, 268Apriori algorithm, 288Archaeology-specific software, see ShovelWare softwareArduino, 668–669Arduino Nano, 171Area Under Curve—Receiver Operating Characteristic (AUC-ROC)

value, 301, 305, 307, 532, 742Artificial Intelligence (AI), 275, 279, 614

© Springer International Publishing AG, part of Springer Nature 2018S. Latifi (ed.), Information Technology – New Generations, Advances in Intelligent Systems and Computing 738,https://doi.org/10.1007/978-3-319-77028-4

795

796 Subject Index

Artificial Neural Network Input Gain Measurement Approximation(ANNIGMA)

back propagation training formulation, 296fault diagnostics, 297–298neural network based wrapper approach, 296Neural Network weights, 297two-layer neural network, 296

Artificial neural networks (ANNs), 26, 29, 30backpropagation algorithm, 279Brazilian retail company, 741–742description, 677hidden layer’s neuron, 677learning rules, 677MLP, 275, 279sample results, 678–680and sampling

banking credit risks analysis, 279–281computational model results, 281–283MLP neural networks application, 281

statistical sampling models, 276topology example, 677–678

Attribute assessment, 302–305Audit Court of the Union (ACU), 483Augmented reality, virtual makeup model, see Virtual lipstick try-on

application modelAuto-correlation function (ACF), 355Automatic image annotation, 25, 26Automatic music genre classification

confusion matrix, 401, 402data mining, 397feature extraction, 399fitness function, 398–399genetic algorithm, 398, 399genre of song stored as file, 399ID3 algorithm, 398information retrieval systems, 398machine learning, 397–399MATLAB, 400–401neural networks, 398–401output for first four songs, 400, 40117-value features for first 20 songs, 40016 value input to neural network, 400, 401supervised learning, 398, 400symbolic learning, 398text categorization, 398

Automatic Quality User Story Artisan (AQUSA) tool,268

Automatic SR (ASR), see Non-Articulatory sound recognitionAutomotive Health care and Safety (AHS) system, 476Automotive safety, see Road safetyAverage Angular Error (AAE), 607–610Average percentage of faults detected (APFD) metric, 462–463,

465AWS cloud hosting, 337AWS Lambda, 336

BBackpropagation, 398Backpropagation algorithm, 279Bandwidth optimization

examples, 761Modified Huffman code

advantages, 762compression benefit, 761–762decompression program, 762

disadvantages, 762English language, 761–762space complexity, 761

Bank Zak, default risk management, see Default Risk InformationSystem system

Behavioral biometrics-based authentication, 479Behaviour-Driven Development (BDD)

principles, 268ubiquitous language, 267user story and scenario ontology, 271–273

Bidirectional LSTM (Bi-LSTM), 424Big data processing, 757–758Binomial Simulation Method (BSM)

ACM/IEEE CS2013 Curriculum, 556–557American Options, 554binomial tree, 553Black-Scholes model, 554–555European call option, 552–553examples, 555–556Monte Carlo simulation, 555risk-free evaluation, 552–553trinomial tree method, 554

Bioarchaeology, 338–339BioCloud

bioinformatics pipeline, 561–562Bowtie2, 561compute nodes, 562Cruzdb, 561CUDA, 562database virtual appliance, 562–563data storage, 563FastQC, 560–561hypervisor, 560middleware, 563potential performance improvements, 565properties, 560web interface, 563–564

Biometrics and vehicle securitybehavioral biometrics-based authentication, 479facial recognition-based authentication, 478fingerprint-based biometric authentication, 478–479multimodal biometrics authentication, 479–480seat sensing biometrics, 479speech recognition-based authentication, 479

Biserial and point-biserial correlation coefficients, 444Bitcoin network, 123Black-Scholes model, 554–555Blockchain technology

Bitcoin transactions, 120ledger-recorded transactions, 120mutual consensus, 120for personal data, 122–124

Blood Glucose Meters (BGM), see GLUcose Management InformationSystem

Body sensor network (BSN), 476, 477Bolkow Bo-105 model, 344B1-Cadast-Behav, 307Bootstrap front-end framework, 380Borough of Manhattan Community College (BMCC), 539Boyer-Moore algorithm, 90Brazilian Portuguese (PtBR), see Sentiment analysisBrazilian Unified Health System (SUS) data preparation

problems to be addressed, 380research questions, 380strategy to performthe tasks, 381–388tasks and used data, 380

Subject Index 797

Brazil, Russia, India and China (BRICS) countriesrequirements, 613solar-powered RPA

ANN algorithms, 614Artificial Intelligence, 614climate changes, 616cloud based technology, 617communication signal, 615–616earth’s structure, 616–617GPS, 614–615ground change detection, 613, 616long distance communication, 614LOS, 615UAV, 614

Bridging the Interoperability Gap of the IoT (BIG IoT)Generic Enablers, 721IoT platforms, 722–723Northern Germany Pilot, 723overview, 721–722

Bronze and Iron Ages of Mongolia analysis, see ShovelWare softwareBrute-force attack, 5Budget and user feedback control, hydrological environment system,

see Precipitation-runoff modeling systemBug report, 729–730Business analytics (BA), 427, 428Business intelligence (BI)

data mining tools, 428data visualization tools, 428multi-dimensional analysis tools, 428query tools, 428Tableau data visualization tool

average FICO score, 429customers by industry, 429, 430customers by zipcode, 430–431dashboard architecture, 428–431Geo map sheet, 429–430Tableau desktop, 428Tableau online, 428Tableau Public, 428Tableau server, 428

technologies, 428tools, 427

Business Rules, 503–504Business-to-consumer (B2C) websites, 726Byteplot visualization, 52, 53

CCACs, see Common access cardsCain, 5Canny86 algorithm, 570–571Capture-the-flag (CTF), 49Case-based ranking (CBR) algorithm, 460Catastrophic events, 245, 246CDOSim, 162Cellebrite UFED 4PC v6.3.1, 83, 84Cell head, see Cluster headCenters of Academic Excellence in Cyber Defense Education

(CAE-CDE)application

impact, 130–131requirements, 128

CAE-IAE program, 128CAE2Y, 128designations, 128DHS, 128

measurement criteria, 128–129NSA, 128status and accomplishments

APUS, 130RMU, 131UMSL, 129

CereVoice, 46Chaos Computer Club, 622Character Bi-LSTM layer, 424Character composition from radicals, 423–424Character decomposition, 423Character embeddings, 422–426Chinese word segmentation (CWS), 422–426Chinese writing system, 421–422Chomsky’s hierarchy, 197Circle packing metaphor, 378Classification algorithm, Brazilian retailer enterprise

classifiers, 741–742data sets, 742defaulting customers, 742non-defaulting customers, 742performance’s comparison, 741

Clinical commissioning groups (CCG), 39, 41Clinical monitoring

ANNIGMAback propagation training formulation, 296fault diagnostics, 297–298neural network based wrapper approach, 296Neural Network weights, 297two-layer neural network, 296

MEWMV chartadvantage, 295challenge, 295control limits, 296identity matrix, 296MEWMV statistic, 296monitoring variability after heart surgery, 297, 298variance shift identifier, 295

time series plots, 297UMR charts, fault diagnosis, 298, 299

Cloud Adoption Toolkit, 162Cloud analysis engine, 114CloudAnalyst, 163Cloud architecture, see BioCloudCloud computing

advantages, 546association mining, 545cloud-sourcing decisions, 159legacy systems, 159, 160MapReduce model

createNewItemsets ( ) method, 546–547experiment data and platform, 549Map 2 ( ) method, 548pseudo-code, 546–547Reduce ( ) method, 547–548Reduce2 () method, 548–549value of interestingness, 546, 548worker nodes, 549–550

migrationsphases, 160SMEs, 159types, 160, 161

monitoring, 142parallel programming, 545problem formalization, 546selected primary studies, 161, 162

798 Subject Index

Cloud computing (cont.)semi systematic literature review, 160–162tools, migration phases, 161–164

CloudGenius Tool, 162Cloud hosting, 336–337Cloud IDPS, 114Cloudify, 164Cloud migration, 161

CDOSim, 162Cloud Adoption Toolkit, 162CloudAnalyst, 163CloudGenius Tool, 162Cloudify, 164CloudMIG Xpress, 164CloudNetSim++, 164CloudSim, 162ContainerCloudSim, 163GDCSim, 163GreenCloud, 162GroudSim, 163

iCanCloud, 163JCloudScale Midleware, 164Kubernetes, 164MDCSim, 162–163Microsoft Migration Accelerator, 163NetworkCloudSim, 162OPERA, 163SmartCloud iNotes, 163SPECI, 163TeachCloud, 163

CloudMIG Xpress, 164Cloud monitoring, 141–142CloudNetSim++, 164CloudSim, 162Cloud tools, 161Cluster head (CH)

ACK, 153communication, 149node, 150sojourn times, 155

Clustering processclustering algorithm selection, 461clustering validation, 461–462combining clustering and combinatorial approaches,

462data interpretation, 462feature selection, 460–461

Cluster prioritization method, see Test suite prioritizationCNN, see Convolutional neural networkCognitive empathy, 413Collaborative Systems, 411, 413, 414, 418Collegiate Cyber Defense Competitions (CCDCs) environment, 44,

46–47Colored Petri nets (CPN) tools, 468–469Color prediction model, lipstick, see Virtual lipstick try-on application

modelCombi-Frame, 151–152Comma-Separated Values (CSV), 337, 581Common access cards (CACs), 4Communication management, software projects

null hypothesis, 204performance, 204research method

administrator panel, 203application cycles, 203, 204choice of specialists, 202

GBL techniques, 203important practices, 202–203prioritization scheme, 202questionnaire, 203random event, 203Research Action, 201, 202serious game design, 203

serious educational games, 204t-hypothesis test, 203–204

Communication vulnerabilities, 67, 68Component-Failure (CF), 729Compromised nodes, 186Computational science

BSMACM/IEEE CS2013 Curriculum, 556–557American Options, 554binomial tree, 553Black-Scholes model, 554–555European call option, 552–553examples, 555–556Monte Carlo simulation, 555risk-free evaluation, 552–553trinomial tree method, 554

education, 551–552price of options, 552

Computer-mediated communication (CMC), 411Computer vision, traffic lights recognition, see Traffic lights

recognition deviceConceptual Schemas (CS)

advantages, 500Business Rule Vocabulary, 500–501CNL, 500Meanings and Representations Vocabulary, 500modal formulation, 501obligation formulation and quantification, 501

Concertized security problem frames (CSPF), 521Conditional random fields (CRF) layer, 424Confidentiality, Integrity and Availability (CIA) model, 3, 747Conflict indicators, see Default Risk Information System systemContainerCloudSim, 163Context capturing, 424Context-window based methods, 406Continuous domain, 654Continuous Glucose Monitoring Systems (CGMS), see GLUcose

Management Information SystemContinuous predictors transformation, 443–447Continuous skip-gram (SG) model, 423Controlled Natural Language (CNL), 500Controller Area Network (CAN), 712Control Objectives for Information and Related Technology (COBIT),

487ConvNet, 311, 315Convolutional neural network (CNN), 370

ConvNet, 311, 315NLP, 311text classification, 311

Corporate defaults, banking sector, 326Correct-by-construction software agile development, see Real-Time

Accident and Crises Management Integrated System projectCosmetics, lipstick color prediction model, see Virtual lipstick try-on

application modelCOX2-4q, 635COX2-S, 635Cramer-Shoup (CS) scheme, 110–111Crawling tools, 66

createNewItemsets ( ) method, 546–547

Subject Index 799

Credit granting, Brazilian retail enterpriseAUC-ROC value, 301data set assessment

attributes, 302predictive variables, 302–305

experimentscreated model, 305, 306experiment 1, 305, 306experiment 2, 305, 307experiment 3, 307–308logistic regression classifier, 305

predictive models, 301Credit limit, Brazilian retail enterprise

average and total limit, 732Construction of a Profit Prediction Model, 731credit granting, 731Data Pre-processing stage, 731dynamic programming, 731Estimated Profit, 732Linear Regression, 731new suggested limits, 732sales value, 732

Credit risk forecasting models, 326Credit scoring systems, predictive variables

Brazilian literature, 303–305international literature, 302–303

Cross-lingual SA, 311, 312Cross-site scripting (XSS)

DOM model, 65HTTP, 66non-persist, 65stored persists, 65

CSS3, de facto standard, 380Cuckoo Search (CS)

fitness function, 694initial solutions, 693–694Lévy flights, 693move distance, 693optimization algorithm, 692–695rescheduling transformation, 694Taillard Benchmark instances, 695–698

CUDA, 562Cyber academic curriculumpath, 128Cyber-attacks, 61Cyber faculty qualifications, 128Cyber outreach and collaboration, 129Cybersecurity

availability, 9complacent, healthcare practitioners, 40confidentiality, 9governance, 10integrity, 9intellectual capital loss, 9interdisciplinary, 9leadership

empowerment, discretion, and freedom, 7ethical, 8–9intellectual property workers, 8knowledge sharing, 8

modern, 9offensive and defensive, 7organization mission, 9password policy, administrators, 41people as expenses, 8people, policy, and technology, 9

perpetual innovation, 7, 9recommendation, 10Republic of Kazakhstan, 35, 36training, 10

Cybersecurity competitionsdefensive and administrative skills, 49educating participants and spectators, 43NCCDC, 49UCSB iCTF, 49video game format, 43virtual commentator (see Virtual commentator)war game mode, 49

Cybersecurity educationAPUS, 129–131CAE-CDE (see Centers of Academic Excellence in Cyber Defense

Education)cybersecurity workforce, 127information security analyst, 127RMU, 131UMSL, 129

See also Cybersecurity competitionsCybershield, 36Cyclic redundancy check, 65

DData authentication attack, 187Data Encryption Standard (DES)

vs. AES, 133block cipher, 133CBC mode, 133, 1343-DES, 133, 135ECB mode, 133elements, 134Feistel cipher, 134initial permutation (IP), 134multi block approach

hashing, 134SIMD processing, 136transposing, 135–136

performance results, 136–137side channel attacks, 134, 136side channel protection, 137software optimizations, 133

Data floating, 336Data integrity attack, 187Data management software, see ShovelWare softwareData mining, 397Data preparation for feeding visual metaphors

Brazilian Unified Health System (SUS) case studyproblems to be addressed, 380research questions, 380strategy to performthe tasks, 381–388tasks and used data, 380

circle packing metaphor, 378multiple view interactive environment

Bootstrap front-end framework, 380CSS3, de facto standard, 380Django, 378–379D3.js toolkit, 380functional requirements, 378Javascript programming language, 380Jquery, 380MySql, 379non-functional requirements, 378

800 Subject Index

Data preparation for feeding visual metaphors (cont.)Python programming language, 378–379steps, 378, 379thin client architecture, 378–380

problem, 377–378sunburst visual metaphor, 378treemap visual metaphor, 378

Data protection authority (DPA), 121Data repositories (DRs), 122Data visualization, 328Decision-making, knowledge-based, see Default Risk Information

System systemDecision Trees (DT), 307, 741Deep learning (DL) technique, 19, 366, 422

architecture of, 599detection results, 599–601Normal mode, 598

Deep Neural Network (DNN)image recognition, 51large-scale well-annotated datasets, 51proposed method, 52, 53VGG16 (see Visual Geometry Group with 16 layers)

Deep Packet Inspection (DPI)anomaly detection, 89core routers, 89edge router, 89hardware, 90HTTPS packet encryption, 90intrusion detection system, 89pattern matching algorithms

Boyer-Moore algorithm, 90Wu-Manber algorithm, 90

proposed solution, vulnerabilities, 91software, 90–91SSL, 90

Default prediction model, see Default Risk Information SystemDefault Risk Information System (DeRis) system

architecture, 327descriptive analysis, 330Goal/Question/Metric approach (GQM), 328Hosmer-Lemeshow test, 328–330indicators management, 327–328prediction model, 328Reasoner phase, 328statistical analysis

balanced sample, 330results, 330–331unbalanced sample, 330

visualization, 328, 329Definition of Done (DoD), 234Degree-constrained triangulation

Delaunay triangulation, 684–685even-degree nodes

AM algorithm, 687–689annular region, 686–687preliminaries, 685–686results, 688–689

Delaunay triangulation, 684–685Delegated goal, 521Demilitarized Zones (DMZs), 752Denial of service (DoS) attacks

analysis, 186clustering technique, 185countermeasures

first layer, 188LM, 188

MM, 188, 189second layer, 189

detection mechanism, 187DOSAC, 185identification number (ID), 186legitimate nodes, 186–187malicious nodes, 186member nodes, 186packet integrity, 186PDoS, 186performance evaluation

end-to-end delay, 189, 190energy consumption, 189, 190

SSAD, 186Denial of Service Attacks and Countermeasures (DOSAC), 185Department of Homeland Security (DHS), 128DeRis system, see Default Risk Information System systemDES, see Data Encryption Standard3-DES, 133, 135DesignDefect, 79Design phase, 160DevelopmentDefect, 79Dew Computing, 351, 352, 357Diabetes management

glucose monitoring devices, 651–652GLUMIS

architecture, 652decision tree analysis, 654experimental study, 656–657historical traceability view, 655–656prediction method, 653prediction tree view, 654–655profile view, 654–655REALI System, 652–653

Dickey-Fuller test, 354–355Digital recording system, 339–340Digital signature schemes, see Proxy signature schemeDimensionality reduction techniques (DRTs), 459–461, 463, 464Directory travel methods, 65Disciplinary diversity, 9Discrete Gaussian distribution, 71Discrete logarithmic problem (DLP), 69Discretionary access control (DAC), 750Discriminant analysis, 741Distributed coordination function (DCF), 12Distributed Evolutionary Algorithms in Python (DEAP), 531–532Distributed makerspace model

advantages, 622challenges, 623civic participation, 622commonalities, 622concept commercialization, 623–624cost of operation, 623–624environment and productive, 621Fab Lab, 622Farset Labs, 622–623franchise makerspace, 622innovation and creation, 622small makerspaces, 622

Django, 378–379D3.js toolkit, 380DNN, see Deep Neural NetworkDocker, reproducible research

creating Docker container, 391–392deleting old images and containers, 393–394downloading images from arbitrary location, 393

Subject Index 801

installing, 391running Docker container, 392–393as solution, 391transferring files in and out of container, 394using the OCRSpell container, 394

Document analysis and recognition, see Reproducible researchDocument clustering, 399Document indexing, 399Document object model (DOM), 65Domain ontology, 268DoS attacks, see Denial of service attacksDown Syndrome (DS), 639, 647–648DPI, see Deep Packet InspectionDrones, see Unmanned Aerial VehicleDRTs, see Dimensionality reduction techniquesDyadic wavelet transform (DYWT), 590, 596Dynamic resource provisioning algorithm, 492

EEarly esophageal cancer

endoscopic imageDL technique, 598–601DYWT, 596four-layered NN classifier, 597–599image enhancement, 596normal and abnormal region, 595–596

Lugol’s iodine solution, 595modes, 595

Early gastric cancerNBI mode, 589normal region, 589WTMM

detecting abnormal region, algorithm for, 592DYWT, 590experiment results, 592–593grayscaled image, 591preliminary experiment, 591–592threshold, 591

WTM, 590–591Earnings Before Interest, Taxes, Depreciation and Amortization

(EBITDA) per Total Assets ratio, 326E-commerce personalization, see Microsoft Usability GuidelinesEdges, 683Educational and Academic Management System for Courses Based on

Active Learning Methodologies (EAMS-CBALM), 267Evaluation Management module, 269, 271Evaluation Process ontology, 271, 272teaching-learning process, 269User Story and Scenario Ontology, 271–273

eHealth“4Vs” model, 628IFO, 628–629mapping process, 628–630RDF, 628–629SWoT, 628URIs, 628Web 2.0, 628

802.11ac, see Wireless Local Area Network802.11i standard, 12Electronic Health Records (EHRs)

availability, 747clinical intervention, 748computerized prescriber-order-entry, 746confidentiality, 747databases, 746

healthcare, 745inclusion criteria, 746integrity, 747Johns Hopkins Nursing Evidence-Based Practice Evidence Rating

Scales, 746paper-based health records, 746patient safety, 747PRIMS flow chart, 746quality of patient care, 745security strategies and techniques, 748

Elementary Cycle (EC), 712E-mobility, 723Empathy in social interactions, 412–413Enable phase, 160End Point Error (EPE), 607–610End-to-end timing model

distributed embedded systemAge and Reaction delays, 715–717distributed transaction, 715linking model, 712network timing model, 712node timing model, 710–711timing requirements, 712–713under-estimated analysis results, 715

extraction methodlinking model, 714–715network-level model, 713–714node timing model, 713software architecture, 711, 713timing requirements, 715

Engineering design, 729–730Equivalent series resistance (ESR), 659–661ESP8266 module, 173Estimated Profit (EP), 732EternalBlue, 93Even triangulation

AM algorithm, 687–689annular region, 686–687preliminaries, 685–686results, 688–689

Expectation, 519Expert systems, traffic lights recognition, see Traffic lights recognition

device

FFacial recognition-based authentication, 478False Negative (FN), 114False Positive (FP), 114Fast Healthcare Interoperability Resources (FHIR) message standard,

40FastSTCOPs-Miner, 318Fault diagnostics, variance shifts

ANNIGMA, 297–298MEWMV chart, 297, 298UMR charts, 298, 299

Fault tolerance, 729–730Feature engineering

AUC, 533Logistic Regression, 531–532ML algorithm, 528MTBF, 528precision results, 532recall results, 532–533software testing

barrier of complexity, 530

802 Subject Index

Feature engineering (cont.)defects, 528–529impossibility, 529–530KP, 531McCabe based metrics, 530NaiveBayes learners, 530–531pesticides, 530problems, 530SVM, 531

test effort, 533–534Feature extraction, 399, 461Feature selection

clustering process, 460–461F-Regression score, 355Lasso regression score, 355Mutual Information score, 355preliminary data analysis, 352–354

Feistel cipher, 134File transfer protocol (FTP), 752Financial management, see Default Risk Information System

systemFingerprint-based biometric authentication, 478–479Firewalls

application-gateway, 752circuit-gateways, 752–753DMZ, 752hardware and software, 751packet filters, 751–752

Fitness function, 398–399FLA, see Formal Languages and Automata TheoryFlight simulators, see Helicopter flight dynamicsFog Computing paradigm, 351Forensic Toolkit (FTK) interface, 82Formal Languages and Automata Theory (FLA)

Chomsky’s hierarchy, 197computational formalisms, 195Computer Science curricula, 197problem solutions, 197student report, 199syntactical languages, 197teacher report, 199–200

FortiGate, 90Four-layered neural network (NN) classifier

architecture of, 598proposed detection method, 598–599training images, 597–598

FPM20A fingerprint module, 478Fragility

adverse events, 735elderly population

casuistry, 736data collection, 738ethics, 738exclusion criteria, 736instruments, 738multi-functional analysis sensor, 737–738sensor validation, 736study location, 738

Framed ALOHA (F-ALOHA) protocol, 149Free and Informed Consent Form (TCLE), 736, 738F-Regression method, 355F-S-ALOHA protocol, 151–153F-Test method, 355Function-Component Matrix (EC), 729Function-Failure matrix (EF), 729

GGame Based Learning (GBL) techniques, 203Gamification, 207–209

LevelLearn (see LevelLearn game)professional market, 213Software Project Management

decision-making process, 214discipline lessons, 214related researches, 214

SCRUM framework (see SCRUM framework)teaching-learning process, 213

use of, 213Gaussian mixture models (GMMs), 479GDCSim, 163GE-based Visualization tool, 578Genetic algorithm (GA), 398, 399, 741Geographic SpatioTemporal Analysis (GeoSTAT) tool, 578Geographic Storage, Transformation and Retrieval Engine (GSToRE),

492GeoSTAT tool, 578GeoVISTA Crime Viz tool, 578“GET” request, 173Global Positioning System (GPS), 569, 614–615GloVe model, 406–408GLUcose Management Information System (GLUMIS)

architecture, 652data visualization

historical traceability view, 655–656prediction tree view, 654–655profile view, 654–655

decision tree analysis, 654experimental study, 656–657prediction method, 653REALI System, 652–653

Gluster File System (GlusterFS), 563Goal/Question/Metric approach (GQM), 328, 656Good Practices, ICT, see Information and communication technology

governanceGraph classification methods, 338–339Graph distance (GD) methods, 406Graphical user interface (GUI), 560GreenCloud, 162GREEN method, 729–730GroudSim, 163Group-based collaborative marketing, see Business intelligence

HHadoop Distributed File System (HDFS), 549Hamiltonian triangulation, 683Hashing, 123Helicopter flight dynamics

actual vs. forecast dataalpha variable, 347, 348altitude variable, 347phi variable, 347, 348q variable, 347, 349speed variable, 347, 349theta variable, 347, 350

ANNdescription, 677hidden layer’s neuron, 677learning rules, 677sample results, 678–680topology example, 677–678

Subject Index 803

flight controls, 343–344, 676graphic representation, longitudinal cyclic pitch, 345–346mean absolute value (MAV), 348, 350mean squared error (MSE), 348, 350modelling, 344PCA algorithm, 345piecewise model, 345–347reference angle of aircraft, 345time series, 345–346weighted interpolation, 347weighted product, 345

Higher education institution, Kazakhstancommercial and in-house built systems, 760communication, 760functions, 759information system, 759interactive services, 759operating systems, 759–760software development, 760

Higher Education Reference Ontology (HERO), 268, 269HIPAA Security Rule, 3Histograms of Gradients (HoG), 603–604Hosmer-Lemeshow test, 328–330Hour-wise prediction model, mobile battery availability

feature selection, 352–354long short term memory (LSTM), 357Machine Learning models, 352, 354, 356, 357mean squared error metric, 356model construction, 356per-day average MSE, 356–357predicted battery level, 356–357preliminary data analysis

battery level variation along time, 353combination of features, 352correlation analysis, 353, 354Device Analyzer data-set, 352formatted data-set, individual user, 353F-Test method, 355Lasso regression model, 355

Mutual Information method, 355per-hour average battery level, 353per-hour average energy supply feature value, 354time series analysis, 354–355

recurrent neural network (NN), 357Human-centered manual annotation, 26Hybrid encryption, 105–107, 110Hydrologic Response Units (HRU) selection methods, 496–497Hypertext Transport Protocol (HTTP), 66, 91

IiCanCloud, 163ID3 algorithm, 398Identity manager, 102IDPS solutions, see Intrusion detection and prevention systems

solutionsImage annotation

ANNs, 26automatic, 25, 26extended, 26imagens, 25issues and motivations, 27logogens, 25low-level image descriptors, 26manual, 25–27‘Paivio’ dual coding theory, 25

PERIA-Frameworkevaluation, 29–30extension mechanism, 28IAPM, 27instantiation, 29phases, 27prediction mechanism, 28revision mechanism, 28

predictions, 26revised, 26voting mechanism, 26

Image Annotation Process Model (IAPM), 27ImageNet dataset, 51, 52Image subscriber, 573Indicator management, see Default Risk Information System systemInformation and communication technology (ICT) governance, 34

Audit Court of the Union (ACU), 483Control Objectives for Information and Related Technology

(COBIT), 487critical success factors (CCF), 484data analysis and interpretation

analysis of results, 487–489gross results, 486, 487

Information Technology Governance Index (iGovTI), 483–484objective, 485operation phase of survey

application, 485data collection and validation, 485

planninghypothesis formulation, 485instrumentation, 485methodology, 485selection of participants and sample, 485

SEP, 484threats to validity, 489

Information Assurance Education (IAE), 128Information retrieval systems, 398Information security, Republic of Kazakhstan

APWG statistics, infections, 33attestation and monitoring, 35cybersecurity, 35Cybershield, 36e-mail gateway of e-Government, 35ICT, 34incidents, 36information and communication infrastructure, 34information technologies, 34integrated security system, 34international information security standards, 35Internet-resources hacking, 33IP-networks, 35Law of the Republic of Kazakhstan on Informatization, 34measures, 34national security, threats to, 34regulatory documentation and technologies, 34requirements, 34, 35spam spreading, 35standards, 35–36vulnerability, 35

Information system, default risk prediction, see Default RiskInformation System system

Information Systems (IS) designreliability and fault tolerance, 729–730structural dimension, 267temporal dimension, 267

Information Technology Governance Index (iGovTI), 483–484

804 Subject Index

Injected sensor nodes, 186Institutional security plan, 128Insufficient Transport Layer Protection (ITLP), 66Insurance Cross selling, 427Insurance Up-selling, 427Interactive image annotation system (I2A), 26Interactive Semi-Automatic Image aNnotations Tool (IT-SAIN), 29–31Inter-cell/cluster communication

communication range, 151embedded-Markov chain, 154input process, 154–155output process, 155slot assignment, 152–153traffic load and stability conditions, 153–154

Interdisciplinary Problem-Based Learning (IPBL), 233, 246, 252Interferential current therapy (IFC)

capacitance, 659–660ESR, 659–661medical attendant, 661skin resistance, 659–660vdP technique

burning prevention, 660–661DC power/low frequency AC, 6614-probe arrangement, 661measurements, 662–663sheet resistance, material, 660TENS, 660–661trans-resistance R, 662–6632-dimensional geometry, 660

International Capture the Flag Competition (iCTF), 49Internet-based education

case study, 196didactic method, 195educational tools, 195FLA (see Formal Languages and Automata Theory)learning by collaboration, 195learning tool, 196

chat service, 197collaborative-environment, 197conceptual visions, 198environment’s modules, 197, 198log service, 197modules and submodules, 197supported abstractions, 197, 198tool-interface, 197working proof, 198, 199

related simulators, 196teaching-learning process, 195teaching methodology, 196–197

Internet of Things (IoT), 721analytics, 103business sectors, 101challenges, 102–103heterogeneous interconnected devices, 101intranet environment, 101modelling, 102privacy, 102RT-ACMIS project, 249security, 102in smart home environment, 101TSA4HC project, 233

Internshipsby Blue Label Telecoms, 221Design Science Research, 222general format, 222results, 223

Scrumand Agile, 222artifacts, 222–223events, 223roles, 223

virtual merchandise, 221Intra-cell/cluster communication

communication range, 151contention process, traffic model, 153slot assignment, 152–153

Intrusion detection and prevention systems (IDPS) solutionscloud computing, 114cloud environment, 114criteria summary, 114lightweight, 114mobile host agent, 114proxy server, 114security solutions, 114Suricata vs. Snort, 115–117

Intrusion prevention systems (IPS), 40IoT, see Internet of ThingsIoT Fitness Ontology (IFO), 628–629IoT medicine dispenser

Archimedes Screw, tablet dispensing, 169–170Arduino Nano connection, 171communications, 172–173design elements, 169electronics and canisters, 171functionality testing, 173future developments, 173LCD display, 171medication management issues, 167–168medication organizers, home, 168–169need for, 167software

ThingSpeak, 169, 171–172Twilio, 171, 172

stepper motors and circuits, 170, 1713D casing, 170–171

IPBL, see Interdisciplinary Problem-Based LearningIP-networks, 35IPv4

TCPdelay, 14throughput, 13

UDPdelay, 14throughput, 13

IPv6TCP

delay, 14, 15throughput, 13, 14

UDPdelay, 14, 15throughput, 13, 14

JJavascript programming language, 380JCloudScale Midleware, 164jFAST, 196jFLAP, 196Jitter, 15Joint learning, 423Jquery, 380JSON Web Token (JWT), 498

Subject Index 805

KKaizen Programming (KP), 531Kazakhstan Computer Emergency Response Team (KZ-CERT), 36K-CRIO ontology, 268Key derivation function (KDF), 110Key encapsulation mechanism (KEM), 106, 107, 110King of the hill (KOTH), 49K-means clustering, 460k-Nearest Neighbors (KNN), 52, 307, 741–742Knowledge-based decision-making, see Default Risk Information

System systemKnowledge based word representations, see Word embeddings learningKnowledge bases (KB)

dataset and training details, 22graph-based datasets, 19NELL, 20–21NTN, 19, 21–22results, 22, 23semantic information, 19

Knowledge Discovery Meta-Model (KDM) models, 162Knowledge Integrator, 20Kubernetes, 164

LLaplace transform, 644Lasso regression model, 355Law of the Republic of Kazakhstan on Informatization, 34Leadership

empowerment, discretion, and freedom, 7ethical, 8–9and innovation, 8–9intellectual property workers, 8knowledge sharing, 8

Learning methods, 362–363Legitimate message (LM), 188Legitimate Relationship Service (LRS), 39LevelLearn game

academic level course, 207, 209lenses, 209methodology, 209–211Pedagogy course, 208research question, 207–208results, 211in Software Engineering courses, 207teaching-learning process, 208–209web application, 207, 209

LIght Detecting And Ranging (LIDAR), 569Linear Regression (LR), 741–742Line of sight communication (LOS), 615Lipstick color application virtual model, see Virtual lipstick try-on

application modelLocal clock synchronization

commonly observed events, 177–178evaluation, 182GPS, 175local clock values, 175observation time, 177relative drift estimation, 179–182relative offset estimation, 178–179transmission delay of control messages, 175–176in wired networks, 175

LogicalFormualtionSet, 505–506Logistic regression (LR), 305, 307, 328

biserial and point-biserial correlation coefficients, 444feature engineering, 531–532

language independency, 505–508LR model fitted to titanic data

with age replaced by ln(1 + age), 445with missing values removed, 445

multi-class image classification, 758optimal transformation determination, continuous predictor, 444performance measures for binary classifiers, 444–445precision, recall, and F1 values

for Categories 0 and 1, 446for Category 1, 447for final LR model based on age, 445for final LR model based on ln(age), 445

problem description, 443–444pseudo R-square for transformed and untransformed predictors,

446pseudo R-square values, 447titanic data set, 445transformations and predictors, 446, 447values of t-statistics, 446

Logit or Probite Models of Survival Analysis, 326Long short-term memory networks (LSTMs)

character embeddings, 422–426Chinese word segmentation (CWS), 422–426experiments

datasets, 425final results on SIGHAN Bakeoff 2005, 425model analysis, 425–426pre-training, 425radical decomposition, 425

joint learningcharacter decomposition, 423continuous skip-gram (SG) model, 423

radical aware neural architecturescharacter Bi-LSTM layer, 424conditional random fields (CRF) layer, 424radical LSTM layer, 423–424

radical embedding, 422–426Loss ratio, 16Lower Envelope Algorithm (LEA), 703LUCID visualization system, 44

MMachine learning (ML)

algorithm, 528automatic music genre classification, 397–399continuous predictors transformation (see Logistic regression)hour-wise prediction model, mobile battery availability, 352, 354,

356, 357malicious software classification, 52multi-class image classification, 757NLP, 19note-taking software, 333, 338, 339personal data protection, 119

Macroeconomic factors, 326Malicious message (MM), 188, 189Malicious nodes, 103Malicious software classification

byteplot grayscale images, 52deep learning algorithms, 51experimental results

classification results, 56–58dataset, 54feature extraction analysis, 54–56

feature extraction, 51, 52kNN classifier, 52

806 Subject Index

Malicious software classification (cont.)machine learning, 52methodology

building DNN model, 52byteplot visualization, 52, 53RGB conversion, 52SVM classifier, 52transfer learning, 54VGG16 architecture, 53–54

one-versus-all classification approach, 52pattern recognition, 52sample identification, 51static and dynamic malware analysis, 52task, 51–52

Malware, see Malicious software classificationMandatory Access Control (MAC), 750Manual image annotation, 25–27MapReduce algorithm

createNewItemsets ( ) method, 546–547experiment data and platform, 549Map 2 ( ) method, 548pseudo-code, 546–547Reduce ( ) method, 547–548Reduce2 () method, 548–549value of interestingness, 546, 548worker nodes, 549–550

MaryTTS, 46Master Boot Record (MBR), 93Master data repository (MDR), 122–123Master File Table (MFT), 93, 94Master key generation algorithm, 71MAVLink, 570Mavros, 573Mean Shift clustering algorithm, 464Mean time between failures (MTBF), 528Medicine dispenser, see IoT medicine dispenserMel Frequency Cepstral Coefficients (MFCC)

ANA, 643–644class intervals, 641Discrete Fourier Transform, 641Fourier transform, 640–641oscillation amplitudes, 640sound waves, 640

MEN evaluation method, 407, 408MEWMV chart, see Multivariate Exponentially Weighted Moving

Variance chartM5P learning algorithm, 362–366M5Rules model, 362–363Microsoft Dynamics Ax, 460Microsoft Migration Accelerator (MA), 163Microsoft Usability Guidelines (MUG)

B2C websites, 726conceptual model, 726definition, 725Hofstede’s cultural value, 725–726Nisbett’s cognitive style, 725–726results, 726–727usability requirement, 725–726

Miner of Thematic Association Rules for Images (MiTSAI)experiments, 321–323mining process, 319–320overview, 319performance criterion, 318post-processing, 320–321pre-processing, 319

textual data, 318TSARs, 317, 319, 320, 322

Mini-batch gradient (MGD) descent, 757MiTSAI, see Miner of Thematic Association Rules for ImagesML, see Machine learningMLP, see Multilayer perceptronMNIST digit classification

accuracy value, 757average training time, 758data set, 757models, 757results on CPU, 758results on GPU, 758

Mobile augmented reality, virtual makeup model, see Virtual lipsticktry-on application model

Mobile cloud computing (MCC), 351Mobile device battery lifetime prediction model, see Hour-wise

prediction model, mobile battery availabilityMobile forensic tools

Cellebrite UFED, 82–83core features, 82data extraction findings, 84–85evidence rules, 82FTK interface, 82individual tools, challenges and limitations, 82integrated approach, 83–84MPE, 82optional features, 82Oxygen Forensic, 83Samsung Galaxy On5 (SM-G550T1), 83–85Samsung Galaxy S III (SCH-I535), 83–87software tools, 81standard evaluation process, 82

Mobile Phone Examiner (MPE), 82Mobile phone voting, in South Africa

IDPS solutionscloud computing, 114cloud environment, 114criteria summary, 114lightweight, 114mobile host agent, 114proxy server, 114security solutions, 114Suricata vs. Snort, 115–117

security threats, 113MOCA, see Service-Centered Operation MethodologyModel-Driven Architecture (MDA), 253Model-Driven Development (MDD), 253Modern cybersecurity, 9ModiFace, AR start-up company, 365Modified Huffman code

advantages, 762compression benefit, 761–762decompression program, 762disadvantages, 762English language, 761–762space complexity, 761

Monte Carlo simulation, 555Multifunctional analysis sensor

accelerometers, 737equipment prototype, 737NIT, 737TUG test, 737–738

Multilayer perceptron (MLP), 275architecture, 280, 282

Subject Index 807

network training process, 280RNA technology, 278sampling algorithm, 281structure, 279test set matrix confusion, 282

Multilingual Text-to-Speech Synthesis, 46Multimodal biometrics authentication, 479–480Multimodal Commuter App, 723Multiplayer games

activity modelThe Chemist. C1 and C2, 512class PLAYER, 512human opponents/cooperators, 511named scenarios, 511simulation results, 513–514transitions T0 to T11, 512–513video game Tom Clancy’s Ghost Recon: Wildlands, 511–512

game design, 509possibilistic Petri nets, 510–511singleplayer, 509WorkFlow net, 510

Multiple linear regression, 362–363Multi-tier Data Center Simulation Platform (MDCSim), 162Multivariate Exponentially Weighted Moving Variance (MEWMV)

chartadvantage, 295challenge, 295control limits, 296identity matrix, 296MEWMV statistic, 296monitoring variability after heart surgery, 297, 298variance shift identifier, 295

Music genre classification, automatic, see Automatic music genreclassification

Mutual Information method, 355MySQL database, 45, 47, 379

NNaive-Bayes (NB) classifiers, 741–742Narrow Band Imaging (NBI) mode, 589National Care Record (NCR), 39National Collegiate Cyber Defense Competition (NCCDC), 49National health service (NHS), United Kingdom

identity managementprotection, 41vulnerabilities to, 40–41

information system infrastructureCCGs, 39, 41NHS Digital organization, 39Spine network, 39–40

threats, 40National Initiative for Cybersecurity Education (NICE), 127National Student Performance Exam (ENADE)

data miningassociation algorithms, 288association rules, 287–288CRISP-DM reference model, 288, 289database, statistics and machine learning, 287data preparation, 289–292future works, 293implementation, 292–293patterns, 287Student Questionnaire, 287Test and Courses Coordination Survey, 287

National Student Performance Exam (ENADE) data mining

association algorithms, 288association rules, 287–288CRISP-DM reference model

business understanding, 288data understanding, 288, 289

database, statistics and machine learning, 287data preparation

cleaning data, 289data set result, 289evaluation, 290–292modeling, 289–290Pearson correlation algorithm, 289quantitative observations, 289Student Questionnaire, 289

future works, 293implementation, 292–293patterns, 287

Natural language processing (NLP), 311, 422, 423C-NET, 20DL techniques, 19knowledge bases

dataset and training details, 22graph-based datasets, 19NELL, 20–21NTN, 19, 21–22results, 22, 23semantic information, 19

ML techniques, 19RCM model, 20RC-NET framework, 20R-NET, 20TransE model, 20

word embeddings, 19, 20word representations (see Word embeddings learning)

NELL, see Never-Ending Language LearnerNetCDF data format, 498Network administrators, NHS, 40, 41NetworkCloudSim, 162Network Intrusion Detection System (nIDS), 90Network virtualization, 141Network Virtualization with GRE (NVGRE), 141Network vulnerability

inappropriate/non-existent firewalls, 66lack of backup and storing systems, 66lack of distribution network protocols, 66lack of encrypting passwords, 66lack of physical and environment protection, 66lack of securitymonitoring, 67network infrastructure, lack of security, 66network trafficking, 67web application vulnerabilities, 65–66

Neural language model (NLM), 406Neural networks, 398–401Neural Tensor Network (NTN), 19

dataset and training details, 22error function, 22function, 21–22noise-contrastive estimation, 22stochastic gradient descent technique, 22two-layer neural network, 21

Neuro-linguistic programming (NLP), 412NeuroMessenger evaluation

computer-mediated communication (CMC), 411content analysis results, 416empathy in social interactions, 412–413experimental evaluation

808 Subject Index

NeuroMessenger evaluation (cont.)context selection, 414experimental designs, 414–415goal definition, 413–414hypothesis formulation, 414instrumentation process, 415participant and artifact selection, 414preparation steps, 415–416

mediators’ scores in empathy evaluation, 416neurominer, 413NLP, 412threats to validity

construct validity, 417external validity, 417internal validity, 417

Never-Ending Language Learner (NELL), 19dataset and training details, 22Knowledge Integrator, 21ontology, 21results, 22semi-supervised learning agent, 20software architecture, 21task types, 21

Next Generation Firewall (NGFW), 90NHS Digital, 39NICE Cybersecurity Workforce Framework (NCWF), 127NLP, see Natural language processingNoise Contrastive Estimation (NCE), 20, 22, 406Non-Articulatory sound recognition (ANA)

experimentsdesign, 645–646goals, 645

feature extractionLaplace transform, 644MFCC, 643–644

sound recording, 643STs

accuracy, 647–648feature vector, 644–645reference vector, 644segmented sounds, 646–647

SVMaccuracy, 647–648linear kernels, 645segmented sounds, 646–647

No Reduction technique, 461Normal annular region, 687Normalized Difference Vegetation Index (NDVI)

CSV format, 581evaluation, 582, 585–587example of, 581, 583focus of interest, 582, 584instances normalized and nonnormalized, 582–584Parallel Coordinates graph, 578–581SATVeg, 578simultaneous consultation, 582, 585spatial visualization map, 579–580spatiotemporal data, 578–579temporal data, 579–580Temporal Texture, 578–579

Note-taking software, see ShovelWare softwareNotPetya ransomware

EternalBlue, 93infected organizations, 94malware-laden attachments, 93MS17-010 SMB vulnerability, 94

note display, infected computers, 93, 94vs. Petya, 93Salsa20 cipher, 97solutions

advanced boot options window, 96CrowdStrike Blog, 94–95Data recovery Pro scanning options, 97, 98Data Recovery Pro software, 97files after recovering successfully, 97, 99files available to export, 97, 98formatting infected hard drive, 96HackerFantastic encryption process, 95items available to recover, 97, 98Malwarebytes, 96, 97reinstalling operating system, 96Safe Mode with Command Prompt, 96Safe Mode with Networking, 962-SpyWare.com, 95–97threats detected report window, 97

NSF Noyce Project (NEST Project)BMCC, 539STEM

interview results, 543–544K-12 teachers, 540Noyce scholars, 540recruitent and mentorship, 540–542survey results, 542–543T4 program, 540

NTN, see Neural Tensor NetworkNTRU lattices, 70, 72–73Nucleus of Technological Innovation (NIT), 737

OOAuth2 database, 40, 41Object recognition mechanism, 370Obstacle detection, see Unmanned Aerial VehicleObstacles, 519, 522OCRSpell, spelling correction system

coding, 390–391Docker, open source project

creating Docker container, 391–392deleting old images and containers, 393–394downloading images from arbitrary location, 393installing, 391running Docker container, 392–393as solution, 391transferring files in and out of container, 394using the OCRSpell container, 394

On-board aircraft system, 518One-step binomial tree, 553Ontology-based representation, see eHealthOntology Web Language (OWL), 628OntoSoft agile process, 268Open Information Security Foundation (OISF), 115Open-shop scheduling problem (OSSP)

ACOalgorithm, 695, 698initial trails, 695pheromones updates, 694Taillard Benchmark instances, 695–698trails selection, 695

CSfitness function, 694initial solutions, 693–694Lévy flights, 693

Subject Index 809

move distance, 693optimization algorithm, 692–695rescheduling transformation, 694Taillard Benchmark instances, 695–698

definition, 691lower bound, 691problem-specific heuristics, 6924 × 4 Taillard benchmark instance, 691–693

Open System Interconnection (OSI) model, 40, 186Operating system (OS)

ACSs, 750anti-virus software (AV), 750, 753–754CIA, 749DAC, 750definition, 749firewalls

application-gateway, 752circuit-gateways, 752–753DMZ, 752hardware and software, 751packet filters, 751–752

MAC, 750protection measurements, 754

RBAC model, 750user IDs and passwords

advantages, 750cyber-attacks, 750DES and MD4, 751disadvantages, 750–751

vulnerability, 749OperationDefect, 79Ophcrack, 5Optical flow

color constancy constrain, 604–605color model, 605deep-flow, 604Dogdance sequence, 607–608exhaustive matching

empirical evaluation, 607maximum gradient, 610–611maximum optical flow error, 610random locations, 609–610uniform locations, 609–610

exhaustive search, 606gradient constancy constrain, 604–605HoG, 603–604large displacement, 605linearization, 604matching confidence value, 606Middlebury database, 606–608motion estimation, 604parameter estimation

EPE and AAE, 607–609fixed parameters, 607–608reported values, 607, 609weight map, 607, 609

problem solving, 605–606pseudo code, 606–607QPBO, 603variational model, 604

Optimization, Performance Evaluation and Resource Allocator(OPERA), 163

Organizational communication, 201Outdated malware protection, 65Overlay network technology, 141Oxygen Forensic Detective v9.6.2, 83

PParallelizing legacy sequential software

analysis phasefeasibility analysis, 453–454identification of parallelization potentials, 453

CUDA, 454–457development phase, 454industrial evaluation, 3D vision library at ABB Robotics

analysis phase, 455–456development phase, 456–457specification phase, 454–455

novel aspect, 452OpenMP, 452, 454–457specification phase, 452–453state-of-the-art, 452steps, 451

Paraphrase knowledge, see Word embeddings learningPartial auto-correlation function (PACF), 355Participating social media organizations (POs), 124Password cracking tools, 41Password protection policies, 65Path-based denial of service attacks (PDoS), 186Pattern analysis, speech, see Speech pattern analysisPattern recognition, flight dynamics, see Helicopter flight dynamicsPerformance of people, 412Peroxisome proliferator-activated receptors (PPARs), 635Perpetual innovation, 7, 9Personal data protection

blockchainBitcoin transactions, 120ledger-recorded transactions, 120mutual consensus, 120for personal data, 122–124

cryptocurrency, 124cryptographic and anonymization techniques, 124data collection scope, 120data lineage transparency, 124data usage limitations

through EU-U.S. Privacy Shield, 120, 121through organization policy, 120, 121

encryption, 124machine learning, 119PO, 124privacy policies, 119robust watermarking, 124–125social networking with robust privacy, 124VCCs, 124

Personal demographics system (PDS), 39Personal health information (PHI), 39

ACLs, 4authorization, 4CACs, 4CIA triad, 3Cisco’s recommended network topology, 4dictionary attacks, 5mobile devices, 4–5password

brute-force attack, 5cracking tools, 3, 5hackers, 5, 6policies, 5requirements, 3, 5strength, 5

penetration testing, 5–6RBAC, 4two-factor authentication, 4

810 Subject Index

Personal Medication Manager, 171, 172Pheromones, 694–695PHI, see Personal health informationPiecewise model, 345–347PKE-SR, see Public key encryption with sender recoveryPlan-Do-Check-Act (PDCA), 531Plan phase, 160PoC, see Proof of conceptPossibilistic Petri net model, 510–511PPP, see Public Private PartnershipPrecipitation-runoff modeling system (PRMS)

control strategy, 495–496data convertor, 498feedback collector, 494Hydrologic Response Units (HRU) selection methods

manual selection, 496parameter selection, 496–497

Hydroshare, 492NetCDF, 498one-time authentication service, 498queue master, 492–493rule manager, 494–495server master, 493–494servers, 494

Prediction Extension Revision Image Annotation Framework(PERIA-Framework)

evaluation, 29–30extension mechanism, 28IAPM, 27instantiation, 29phases, 27prediction mechanism, 28revision mechanism, 28

Preferred representation system (PRS), 411–414Principal component analysis (PCA) algorithm,

345PRMS, see Precipitation-runoff modeling systemProbability of default, 328Problem-Based Learning (PBL), 267Problem frame, 521Product Owner (PO), 208Project management, 201Proof of concept (PoC)

detection stage, 239response stage, 239, 241–242RT-ACMIS project, 249, 250screening stage, 239subsystems, 239timeline, 242, 243treatment stage, 239

Proof of stake (PoS), 123Proof of work (PoW), 123Protégé editor, 629Proxy signature scheme

DLP, 69–70proxy private key, 69public proxy key, 69Shor’s algorithm, 69SPS scheme (see Self proxy signature scheme)

Public key encryption with multiple users game, 108Public key encryption with sender recovery (PKE-SR)

CCA2-secure, 105, 106contributions, 106definition, 105, 107–108forward secrecy, expired keys, 105, 106hybrid encryption, 105–107, 110

plaintext randomization, 105Bellare’s left-right oracle, 107CCA2 decryption oracle, 106–107ciphertext, 106–107definition, 108goal of, 107higher-level protocol, 106KEM/DEM scheme, 106k-of-n secret sharing, 106, 107with multiple receivers, 108–109notion, 106real-or-random security, 107single receiver, 109

practical instantiationscomputational group scheme, 110Cramer-Shoup (CS) scheme, 110–111key derivation functions, 110target collision hash function, 110

public/secret keypair, 106Public key infrastructure (PKI) system, 40Public Private Partnership (PPP)

business plan templates, 256–257information technology (IT), 257internal communication channels, 257planning optimization, 262, 263quantitative methods, 260SPC, 260–261time series, 261–262

Public transport optimization, 723Python programming language, 371, 378–379

QQuadrant, 604Quadratic Pseudo-Boolean Optimization (QPBO), 603Qualitative Insight into Microbial Ecology (QIIME), 561–562Quality Management System (QMS), 259, 260Quality User Story (QUS) framework, 268Quantitative study of structure-activity relationship (QSAR) models

cheminformatics, 631compound group, 631experimental analysis

chemical data, 634–635datasets, 634description of experiments, 635results, 635–636

medicinal chemistry, 632SVR

gap variables, 632loss function, 633optimization problem, 632SVR-ATL, 633–634

transfer learning techniques, 632

RRadical aware neural architectures

character Bi-LSTM layer, 424conditional random fields (CRF) layer, 424radical LSTM layer, 423–424

Radical decomposition, 425Radical embeddings, 422–426Radical LSTM layer, 423–424Random Forests (RF), 742Random Forests, ensemble method, 362–363Reactive Systems Model (RSM), 248–249

Subject Index 811

Real-Time Accident and Crises Management Integrated System(RT-ACMIS) project

agile Scrum methodartifacts, 247ceremonies, 247roles, 247Scrum, pillars of, 247Sprint, 247tailoring, 249

agile testing, 247–248ANSYS® SCADE, 248–249architecture, 249, 250expansion, 253game phase, 250–252hardware, 249pre-game phase, 250Scrum Teams (STs), 252software quality, reliability, and safety, 246, 247standards, 246

Real-time security operation, 67Recurrent neural network (NN), 357RED method, 729–730Reduced-error pruning tree (REPTree), 362–363Reduce ( ) method, 547–548Relative drift estimation, 179–182Relative offset estimation, 178–179Reliability, 729–730Renewable energy

competitive ratio, 704–707continuous state problem

cost curves and competitive ratio curve, 703idle cost and power up costs, 702–703strategy curves, 704

costs progressive, 705–706cost strategy, 704game-theoretic approach, 702online computation, 702OPT and online strategy, 705power-down problems, 701–702smart grid, 702

Representational system (RS), 412Reproducible research

difficulties, 390Git concept, 389OCRSpell (see OCRSpell, spelling correction system)results, 394TIDY data, 389

Requirements traceability (RT)agility, 226definition, 225industrial Scrum project, 229–230mechanism, 226mission-critical systems, 226proposed solution

information retrieval, 227integrating documents, 227RTM, 227tagging, 227tasks, 227–229

related work, 226–227requirements and testing alignment, 226

Requirements traceability matrix (RTM), 227Research and Development (R&D), 257–258Resource availability, 352Resource Description Framework (RDF), 628–629Resource provision, 521

Resource scheduling, 351–352Ridge Regression regularization term, 355Risk assessment, 730Road safety

biometrics and vehicle securitybehavioral biometrics-based authentication, 479facial recognition-based authentication, 478fingerprint-based biometric authentication, 478–479multimodal biometrics authentication, 479–480seat sensing biometrics, 479speech recognition-based authentication, 479

detecting medical emergencies, 476driver convenience, 477impaired driving states, 477measuring driver distractions, 476–477measuring drowsiness, 477monitoring psychological states, 475–476NeuroSkyMindWave mobile sensor, 477

Robert Morris University (RMU), 131Robot Operating System (ROS) firmware, 570, 572–573Role-Based Access Control (RBAC) model, 4, 750RT, see Requirements traceabilityRT-ACMIS project, see Real-Time Accident and Crises Management

Integrated System projectRule-based makeup recommendation system, 365–366RuleSet, 503

SSamsung Galaxy On5 (SM-G550T1), 83, 84

Cellebrite features, 84, 85device information, 84performance results, 84, 85

Samsung Galaxy S III (SCH_I535), 83Cellebrite’s results, 85, 86device information, 84performance results, 85, 87

Satellite Image Time Series (SITS)FastSTCOPs-Miner, 318Hadoop Framework, 318hypotheses, 317MiTSAI

experiments, 321–323mining process, 319–320overview, 319performance criterion, 318post-processing, 320–321pre-processing, 319textual data, 318TSARs, 317, 319, 320, 322

pre-processing access, 317solar SITS, 317spatiotemporal data, 318spatiotemporal itemsets, 318spatiotemporal mining algorithms, 318

SBVR Global Registry, 503SBVR Structured English (SBVR-SE), 499–500SBVR Vocabularies, 505SC, see Shopping do CidadãoSCADE Suite KCG, 249Science, Technology, Engineering, and Math (STEM) discipline,

9interview results, 543–544K-12 teachers, 540Noyce scholars, 540recruitent and mentorship, 540–542

812 Subject Index

Science, Technology, Engineering, and Math (STEM) discipline (cont.)survey results, 542–543T4 program, 540

Scrum agile method, see TSA4HC projectSCRUM framework

ceremonies, 214contributions, 214credibility, 218data analysis

applicability, 216, 218feedbacks, 216motivation, 218questions quality and activities presentation, 216usability, 216, 217

electronic serious game, 213events, 214iterative and incremental development, 213literature feature games, 214participants and description, 215–217SCRUMI game, 215, 216structural framework, 214theoretical foundation, 214

SCRUMI game, 215, 216Scrum Master (SM), 208, 247Scrum methodology, internships, 207, 208

and Agile, 222artifacts, 222–223events, 223roles, 223

Scrums Agile Framework, 246, 252Scrum Teams (STs), 252Seat sensing biometrics, 479SecAOnto, see Security assessment ontologySecAOnto.owl

information security, 78–79security assessment, 79systems assessment, 77–78

Secure KAOS, 519, 521–522Secure self proxy signature scheme, 70Secure Socio-Technical System (STS), 521–523Secure Socket Lay (SSL) inspections, 90, 91Security assessment ontology (SecAOnto)

core modelapplication scenario, 79core classes, 77, 78coverage calculus algorithm, 79evaluation marks, 79information security, 78–79OntoMetric, 79security assessment, 79systems assessment, 77–78

creation process, 77developing, 77Guarino’s ontology classification, 75knowledge formalization, 76objective, 75related works, 76–77and taxonomies, 75

SecurityDefects, 79Security Engineering Process using Patterns (SEPP), 521, 524Security Information and Event Management (SIEM), 76Security Information exchange programs, 91Security problem frames (SPF), 521Security requirements engineering (SRE)

evaluation methodology

elicitation process, 519–521example scenario context, 518KAOS, 519, 521–522security experts, 517–518SEPP, 521, 524strategy, 518STS, 521–523

issues, 517Security vulnerability, 102Self-organizing map (SOM), speech pattern analysis

network architecture, 435, 437quality, 438, 439visualization, 439–441

Self proxy signature (SPS) schemedefinitions, 70ECDLP, 70Gaussian on lattices, 71hardness assumption, 71–72identity based self proxy signatures, 69–70master key generation, 71notations, 70NTRU lattices, 70, 72–73random oracle assumption, 70security analysis, 73temporary private and public keys pair, 69

SelfProxySignGen, 72SelfProxySignKeyGen, 72SelfProxySignVefy, 72Semantics of Business Vocabulary and Rules (SBVR) Standard

CSadvantages, 500Business Rule Vocabulary, 500–501CNL, 500Meanings and Representations Vocabulary, 500modal formulation, 501obligation formulation and quantification, 501

editorBusiness Rules, 503–504compound keywords problem, 502definitions, 502–503language model, 502Logical Formulations, 505–508parsing approach, 503–505syntax highlighting, 505verb concepts, 503–504XText Framework, 501

RuleSpeak, 500SBeaVeR, 501SBVR-SE, 499–500VetisTool, 501

Semantic Web (SW) technologiescognitive computing, 627–628definition, 627eHealth

“4Vs” model, 628IFO, 628–629mapping process, 628–630RDF, 628–629SWoT, 628URIs, 628Web 2.0, 628

Semi-automatic image annotation, 26Sentiment analysis (SA), PtBR

AR dataset, 311comprehensive evaluation, 312

Subject Index 813

dataset and training details, 313multilingual matches, 312STAs, 312

CNNsConvNet, 311, 315NLP, 311text classification, 311

cross-lingual SA, 311, 312experiment settings, 313–314method

character quantization, 313discrete input function, 312, 313model architecture, 3131-D max-pooling operation, 312

multi-class classification, 314, 315polar classification, 314, 315

Service-Centered Operation Methodology (MOCA)implementation, 263information structure, 259macro processes, 257operational control, 259operation model, 258–259QMS, 259, 260strategic guidelines, 256traceability, 257

Service manager, 102Shared key encryption (SKE) schemes, 107Shopping do Cidadão (SC)

Business ModelCorporate Governance, 258governance players, 258MOCA, 259, 260operation model, 258–259participants, 258technological infrastructure, 258

business plan templates, 256–257company performance map, 256constant new opportunities perceptions, 257future works, 264guidelines, 255internal communication channels, 257IT tools, operation maintenance, 257operations strategy, 256optimization calculations, 255PCO optimization

algorithm, 259–260PPP projects, new concepts (see Public Private Partnership)research methodology, 259strategy, customers services, 259

program evaluationcustomer service, 263–264MOCA advantages, 263quantitative results, 264

quality standard maintenance, 257R&D, continuous improvement, 257–258

ShovelWare softwarearchitecture, 334, 335cross-platform capabilities, 334data analysis

bioarchaeology, 338–339graphs, 337–338reports, 337, 338

data entry and managementcloud hosting, 336–337custom forms, 336

generic project data structure, 336, 337Mongolia project structure, 336, 337

data recording, 339–340graph interface, 334, 335home interface design, 334, 335login interfaces, 334, 335

SIGHAN Bakeoff 2005, 425Silent Hill II video games modeling, see Timed Petri net modelSimLex999 evaluation method, 407, 408Simple linear regression, 362–363Simple Network Management Protocol (SNMP), 226Simulation Program for Elastic Cloud Infrastructures (SPECI), 163SIS problem, see Small integer solution problemSITS, see Satellite Image Time SeriesSkip-gram and bag-of-words (CBOW), 406Small and Medium Enterprises (SMEs), see Cloud computingSmall integer solution (SIS) problem

γ shortest vector problem, 72over NTRU lattices, 72over ring, 71

SmartCloud iNotes, 163Smart mirror system, 366Smart museum

experimental resultsstatistical measurements, 669–671total number of views, 669, 671–673

lighting system, 668–669objects damage, 668organic materials, 668programming languages and tools, 669sensory and cognitive, 668ultraviolet radiation, 668web programming, 669

Smart Parking app, 723Smartphone

mobile forensic tools (see Mobile forensic tools)online attacks and criminal activities, 81potential evidence items, 81Samsung Galaxy On5 (SM-G550T1), 83–85Samsung Galaxy S III (SCH-I535), 83–87

Snort, 90–91Software-as-a-Service cloud, 334Software assessment, see Security assessment ontologySoftware Engineering Research Group, 245–246Software Project Management

decision-making process, 214discipline lessons, 214related researches, 214SCRUM framework (see SCRUM framework)teaching-learning process, 213

Software vulnerabilitiesbuffer overrun, 63lack of awareness, 64lack of penetration test, 64operating environment, 63race conditions, 63resource exhaustion, 63standardization, canonical form, 64trust violation, 64

Solar-powered Remotely Piloted Aircraft (RPA)ANN algorithms, 614Artificial Intelligence, 614climate changes, 616cloud based technology, 617communication signal, 615–616

814 Subject Index

Solar-powered Remotely Piloted Aircraft (RPA) (cont.)earth’s structure, 616–617GPS, 614–615ground change detection, 613, 616long distance communication, 614LOS, 615UAV, 614

SolarWinds, 90South Africa

internship (see Internships)M-voting (see Mobile phone voting)unemployment rate, 221

SpatioTemporal Visualization (ST-Vis) ToolGE-based Visualization tool, 578GeoSTAT tool, 578GeoVISTA Crime Viz, 578improvement options, 582InfoScope, 578NDVI

CSV format, 581evaluation, 582, 585–587example of, 581, 583focus of interest, 582, 584instances normalized and nonnormalized, 582–584Parallel Coordinates graph, 578–581SATVeg, 578simultaneous consultation, 582, 585spatial visualization map, 579–580spatiotemporal data, 578–579temporal data, 579–580Temporal Texture, 578–579

objective, 577VIS-STAMP tool, 578

Speech pattern analysisdynamic features, 434feature extraction, 434F0 features

for female speakers, 435, 436, 438for male speakers, 435–437

intensity featuresfor female speakers, 437, 439for male speakers, 437, 438

inter-speaker variability, 434, 436–437, 440Mel-scale, 433methodology

Praat sound file, 434–435speech signal acquisition, 434workflow, 434

prosodic features, 434psychoacoustic studies, 433pulse features

for female speakers, 437, 441for male speakers, 437, 440

self-organizing map (SOM)network architecture, 435, 437quality, 438, 439visualization, 439–441

speaker discrimination, 434spectral features, 434speech feature signals, 434–436

Speech recognition (SR)ANA (see Non-Articulatory sound recognition)DS, 639, 647–648MFCC

class intervals, 641

Discrete Fourier Transform, 641Fourier transform, 640–641oscillation amplitudes, 640sound waves, 640

statistical methods, 642SVM, 642–643

Speech recognition-based authentication, 479Spine directory service (SDS) database system, 39Spine network, 39–40Sprint Planning (SP), 234SPS scheme, see Self proxy signature scheme2-SpyWare.com, 95–97SQL injection attacks, 65Stacking, ensemble method, 362–363STAMPSNet Intelligent System, 236

advantages, 237application timeline, 242, 243detection stage, 237, 238response stage, 238–241screening stage, 238, 240treatment stage, 238, 240

STAMPS project, see TSA4HC projectStar Trek™, 47State Graph, 468Stateless Transport Tunneling Protocol (STT), 141Statistical Process Control (SPC), 260–261Statistical Tests (STs)

accuracy, 647–648feature vector, 644–645reference vector, 644segmented sounds, 646–647

Stratified sampling algorithmadvantage, 277ANN

banking credit risks analysis, 279–281computational model results, 281–283MLP neural networks application, 281

data clusters process, 276, 277data extraction, 276data representativeness evaluation, 278–279descriptive statistical indicators, 278MLPs RNA technology, 278parameters, 276–278population database, 276

Student skill development and assessment, 128Sub-character representation learning, 422, 425, 426Subject matter experts (SME), 130Sufficiency economy philosophy (SEP), 484Sunburst visual metaphor, 378Supervised learning, 398, 400Support Vector Machine (SVM), 531

ANAaccuracy, 647–648linear kernels, 645segmented sounds, 646–647

Brazilian retail company, 741–742classifier, 52, 56, 307SR, 642–643traffic lights recognition (TLR) device, 371

Support Vector Regression (SVR), 362–363gap variables, 632loss function, 633optimization problem, 632SVR-ATL, 633–634

SVR-Adapted for Transfer Learning (SVR-ATL), 633–634

Subject Index 815

Symbolic learning, 398Synchronous Programming Model (SPM), 248, 249Systematic review, see Vulnerability(ies)

TTableau data visualization tool

average FICO score, 429customers by industry, 429, 430customers by zipcode, 430–431dashboard architecture, 428–431Geo map sheet, 429–430Tableau desktop, 428Tableau online, 428Tableau Public, 428Tableau server, 428

TalkBack application, 171, 172Task ontology, 268

t-Distributed Stochastic Neighbor Embedding (t-SNE) algorithm,54, 55

TeachCloud, 163Teaching software engineering, see Agile methodologyTechnological Solutions Applicable in Health Care, see TSA4HC

projectTemporal Vegetation Analysis System (SATVeg) tool, 578TensorFlow, 338Test Driven Development (TDD), 234, 242, 248Test suite prioritization

ANOVA analysisfor clustering algorithms, 463, 464for dimensionality reduction techniques, 463for inter-cluster ranking criteria, 463

average percentage of faults detected (APFD) metric, 462–463, 465clustering process

clustering algorithm selection, 461clustering validation, 461–462data interpretation, 462feature selection, 460–461

combining clustering and combinatorial approaches, 462dimensionality reduction, 461DRTs, 459–461, 463, 464empirical study

evaluation metrics, 462–463experimental setup, 462experiment process, 463

feature extraction, 461guidance for testers, 464inter-cluster ranking criteria, 460, 462–465Mean Shift clustering algorithm, 464No Reduction technique, 461statistics

of clustering algorithms, 463, 464for combination of Mean Shift with FICA and PCA, 464of DRTs, 463, 464for random, two-way inter-window, 464

steps, 460threats to validity, 464–465two-way inter-window prioritization, 462user session-based test, 459–461

Text analysis, 333Text categorization, 398Thematic Spatiotemporal Association Rules (TSARs), 317, 319, 320,

322Theo-based knowledge base, 20Thin client architecture, 378–380

ThingSpeak, 169, 171–172TimeControl application, 171, 173Timed Petri net model

colored Petri nets (CP-net), 468–469communication between timed level and timed topological models,

472elements, 468simulation, 471–472

State Graph, 468timed activity model, 469–470timed topological model, 470–471WorkFlow (WF) net, 468

Timed Up and Go (TUG) test, 737–738Time Sensitive Network (TSN) protocol, 712Time series analysis, mobile battery lifetime prediction model,

354–355Time series forecasting, flight dynamics, see Helicopter flight dynamicsToken player algorithm, 510Tom Clancy’s Ghost Recon: Wildlands, 511–512Tone language speaker discrimination systems, see Speech pattern

analysisTop-level ontology, 268Traffic lights recognition (TLR) device

AdaBSF algorithm, 370, 371CNN, 370object recognition mechanism, 370processing unit, 371prototyping, 371–372Python language, 371smartphone

as camera, 371precision and recall rates, 372, 373

support vector machines (SVMs), 371task, 369–370

Training for Texas (T4) program, 540Transaction and Messaging Spine (TMS), 39, 40Transcutaneous electrical nerve stimulation (TENS), 660–661Transportation safety, see Road safetyTreemap visual metaphor, 378Triangulation, 684–685Trinomial tree method, 554True Negative (TN), 114True Positive (TP), 114TSA4HC project

academic groupsHOSPITAL application subsystems, 236, 237PATIENT application subsystems, 235, 236PHYSICIAN application subsystems, 235–237STAMPSNet Intelligent System, 236–241SUPPLIER application subsystems, 236, 238

architecture overview, 234Big Data, 233cloud computing environment, 242development environment, 235future work, 243general conclusions, 243IoT, 233IPBL, 233ITs, 233learning curve on software development cycle, 243peer-to-peer student evaluation method, 234PoC

detection stage, 239response stage, 239, 241–242screening stage, 239

816 Subject Index

TSA4HC project (cont.)subsystems, 239timeline, 242, 243treatment stage, 239

prototype vision artifact, 235recommendations, 243Scrum agile method, 233Scrum framework, 242STAMPSNet, 233–234TDD, 242teams, 233technologies, 233, 234testing methods, 234

Twilio, 171, 172Two-way inter-window prioritization, 462

UUFED Cloud Analyzer, 82UFED Logical Analyzer, 82, 83UFED Phone Detective, 82UFED Physical Analyzer, 82UFSCar Medicine Programme, 269–271UFSCar ontologies, 269–271Ulbra network, 288UML software testing model, 76Unified Medical Language System (UMLS), 549Uniform Resource Identifiers (URIs), 628Univariate feature selection methods, 355Univariate Moving Range (UMR) charts, 298, 299Universal Forensic Extraction Device (UFED), 82–83University of Missouri—Saint Louis (UMSL), 129Unmanned Aerial Vehicle (UAV), 614

blurred image, 571detect edges, 570–571embedded camera, 570–571experiments, 573–574findContours, 571grey scale to captured image, 570–571hardware, 570image capturing, 570implementation

image subscriber, 573ROS application, 572–573rqt_graph, 573–574

low-cost solutions, 569movements, 572–573obstacles and free areas, 571–573quadcopter’s orientation, 572–573results, 574“Scalar” and “drawContours,” 570, 572software, 570

US National Security Agency (NSA), 128

Vvan der Pauw (vdP) technique

burning prevention, 660–661DC power/low frequency AC, 6614-probe arrangement, 661measurements, 662–663sheet resistance, material, 660TENS, 660–661trans-resistance R, 662–663

2-dimensional geometry, 660Vectorial word representations, see Word embeddings learningVehicle theft detection, see Biometrics and vehicle securityVehicular ad-hoc network (VANET), 477, 480Vehicular distributed embedded system

end-to-end timing modelAge and Reaction delays, 715–717distributed transaction, 715extraction method, 713–715linking model, 712network timing model, 712node timing model, 710–711timing requirements, 712–713under-estimated analysis results, 715

mixed-criticality model, 710multi-criticality model, 710single-criticality system, 710software development, 709–710

VGG16, see Visual Geometry Group with 16 layersVideo games modeling, see Timed Petri net modelVirtual commentator

animated commentator subsystemarchitecture, 44, 45expressions and gestures generation, 46–48marked-up animation sequence generation, 47, 49motion generation, 45, 46speech generation, 45–46

features, 43–44LUCID visualization system, 44non-expert audiences, 43virtual agent, 46, 48

Virtual extensible LANs (VXLAN), 141cloud overlay network environment, 142–144cloud underlay network environment, 142, 143monitoring system, 144–145vs. standard flow monitoring, 145–147

Virtual lipstick try-on application modelapplication phase, 360Constrained Local Neural Fields (CLNF), 364detecting, tracking and augmenting lips, 364facial feature points, 364lips color prediction approach

color collection and preparation, 361–362learning methods, 362–363M5P prediction, 363model evaluation and selection, 362–364model training, 362

MAE and RMSE, 363–365model construction phase, 360OpenCV and Haar cascade classifier, 364Open-Face toolkit, 364problem definition, 361problem statement, 361satisfaction scores, 364–365swatching, 359

Virtual local area network (VLAN), 141Virtual makeup model, see Virtual lipstick try-on application modelVirtual-network control centers (VCCs), 124Virtual private network (VPN), 141Virtual Router Redundancy Protocol (VRRP), 226Visual Geometry Group with 16 layers (VGG16)

architecture, 53–54bottleneck features, 52, 54, 56convolutional layers, 56

Subject Index 817

gridsearch of C and gamma parameters, 56, 58ImageNet dataset, 52, 56normalized confusion matrix, 56, 58parameters, 52pre-trained, 56train/test average, 56, 57transfer learning, 54VGG16 trained from scratch vs. VGG16 with transfer and SVM,

56, 58Visualization, data, 328, 329Visualization System for Spacing-Time and Multivariate Patterns

(VIS-STAMP) tool, 578VRRP-MIB project, 229Vulnerability(ies)

assessmentmethodology, 61–62SCOPUS database, search strategy, 61

communication vulnerabilities and information systems, 67, 68critical assets and services, lack of backup, 62defined, 61hackers, 62lack of power system, emergency situations, 63network vulnerability, 65–67with policies and procedure, 64–65portable assets and services, lack of protection, 62postponing software update, 62remotely monitoring systems, insufficient physical-cyber security,

62–63software vulnerabilities, 63–64unauthorized staff and attacks from inside, 62

VXLAN, see Virtual extensible LANsVXLAN based cloud overlay network environment

components, 142, 143modeling, 142–144tunneling, 144

VXLAN based monitoring systemdataset for simulation, 145packet capturing process, 144packet filtering

mechanism, 145process, 144–145

packet selection algorithm, 145VXLAN Tunnel Endpoint (VTEP) services, 144

WWavelet transform modulus (WTM), 590–591Wavelet transform modulus maxima (WTMM)

detecting abnormal region, algorithm for, 592DYWT, 590experiment results, 592–593grayscaled image, 591preliminary experiment, 591–592threshold, 591WTM, 590–591

Web application vulnerabilitiesdirect object reference insecure, 65failure to restrict URL access, 66HTTP, 66insecure cryptography storage, 66ITLP, 66redirect to non-valid URL, 66SQL injection attacks, 65weak authentication, 65XSS, 65

Web-based precipitation-runoff modeling system, see Precipitation-runoff modeling system

Web Ontology Language (OWL), 77WEKA, data mining tool, 362Wireless Body Sensor Network for Monitoring and Evaluating Physical

Activity, 668Wireless Local Area Network (WLAN)

A-MPDU, 12A-MSDU, 12connection time, 15, 16DCF, 12delay, 14–15enhancements, 11performance security

experimental setup, 12–13jitter, 15loss ratio, 16specification, 11throuhgput, 13–14

security modes, 12Wi-Fi communication, 12

Wireless mobile networks, 615Wireless sensor networks (WSN)

CH (see Cluster head)clustering technique, 149communication

frame structure, 151–152inter-cell routing and load balancing, 153intra-cell communication (see Intra-cell/cluster communication)intra-cluster communication (see Intra-cell/cluster

communication)single-hop communication, 151

direct routing, 149end-to-end delay analysis

local and exogenous traffic, 155–156sojourn times, CH, 155tagged data packet, 156–157

4-ring WSN, 157–158hop-by-hop routing, 149integrity and authentication attacks, 187local clocks

asynchronous, 175synchronous (see Local clock synchronization)

OSI model, 186scenario

cells, motes and cell head selection, 150–151sensor nodes/motes, 150

security attacksactive and passive attacks, 185, 186DoS attacks (see Denial of service attacks)

sensor nodes, 185sink, 149two tier cluster hierarchical WSN, 149wireless ad-hoc communication, 175wireless sensor nodes with sensor modules, 175

WLAN, see Wireless Local Area NetworkWord embeddings learning

context-window based methods, 406graph distance-based methods, 406Paraphrase dataset

best achieved accuracy values, 407database for Paraphrase (PPDB), 406GloVe model, 406–408J loss function minimisation, 407MEN evaluation method, 407, 408

818 Subject Index

Word embeddings learning (cont.)1 Billion Word Language Model Benchmark corpus, 407SimLex999 evaluation method, 407, 408training, 407word-to-word co-occurrence matrix, 406WS353 evaluation method, 407, 409X co-occurrence matrix, 407

semantic relationship based methods, 406techniques, 405

WordSimilarity-353 (WS353) evaluation method, 407, 409WorkFlow net, 510

WorkFlow net (WF-net), 468Wu-Manber algorithm, 90

XXSS, see Cross-site scripting

ZZak Bank, default risk management, see Default Risk Information

System system