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Lecture Notes in Computer Science 7389Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
David HutchisonLancaster University, UK
Takeo KanadeCarnegie Mellon University, Pittsburgh, PA, USA
Josef KittlerUniversity of Surrey, Guildford, UK
Jon M. KleinbergCornell University, Ithaca, NY, USA
Alfred KobsaUniversity of California, Irvine, CA, USA
Friedemann MatternETH Zurich, Switzerland
John C. MitchellStanford University, CA, USA
Moni NaorWeizmann Institute of Science, Rehovot, Israel
Oscar NierstraszUniversity of Bern, Switzerland
C. Pandu RanganIndian Institute of Technology, Madras, India
Bernhard SteffenTU Dortmund University, Germany
Madhu SudanMicrosoft Research, Cambridge, MA, USA
Demetri TerzopoulosUniversity of California, Los Angeles, CA, USA
Doug TygarUniversity of California, Berkeley, CA, USA
Gerhard WeikumMax Planck Institute for Informatics, Saarbruecken, Germany
De-Shuang Huang Changjun JiangVitoantonio BevilacquaJuan Carlos Figueroa (Eds.)
IntelligentComputing Technology
8th International Conference, ICIC 2012Huangshan, China, July 25-29, 2012Proceedings
13
Volume Editors
De-Shuang HuangChangjun JiangTongji UniversitySchool of Electronics and Information Engineering4800 Caoan Road, Shanghai 201804, ChinaE-mail: {dshuang, cjjiang}@tongji.edu.cn
Vitoantonio BevilacquaPolytechnic of BariElectrical and Electronics DepartmentVia Orabona, 4, 70125 Bari, ItalyE-mail: [email protected]
Juan Carlos FigueroaDistrict University Francisco José de CaldasFaculty of EngineeringCra. 7a No. 40-53, Fifth Floor, Bogotá, ColombiaE-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349ISBN 978-3-642-31587-9 e-ISBN 978-3-642-31588-6DOI 10.1007/978-3-642-31588-6Springer Heidelberg Dordrecht London New York
Library of Congress Control Number: 2012941229
CR Subject Classification (1998): I.2, I.4, I.5, H.4, J.3, F.1, F.2, C.2, H.3, H.2.8, G.2.2,K.6.5
LNCS Sublibrary: SL 3 – Information Systems and Applications, incl. Internet/Weband HCI
© Springer-Verlag Berlin Heidelberg 2012This work is subject to copyright. All rights are reserved, whether the whole or part of the material isconcerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting,reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publicationor parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965,in its current version, and permission for use must always be obtained from Springer. Violations are liableto prosecution under the German Copyright Law.The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply,even in the absence of a specific statement, that such names are exempt from the relevant protective lawsand regulations and therefore free for general use.
Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India
Printed on acid-free paper
Springer is part of Springer Science+Business Media (www.springer.com)
Preface
The International Conference on Intelligent Computing (ICIC) was started toprovide an annual forum dedicated to the emerging and challenging topics inartificial intelligence, machine learning, pattern recognition, image processing,bioinformatics, and computational biology. It aims to bring together researchersand practitioners from both academia and industry to share ideas, problems,and solutions related to the multifaceted aspects of intelligent computing.
ICIC 2012, held in Huangshan, China, July 25–29, 2012, constituted the 8thInternational Conference on Intelligent Computing. It built upon the success ofICIC 2011, ICIC 2010, ICIC 2009, ICIC 2008, ICIC 2007, ICIC 2006, and ICIC2005 that were held in Zhengzhou, Changsha, China, Ulsan, Korea, Shanghai,Qingdao, Kunming, and Hefei, China, respectively.
This year, the conference concentrated mainly on the theories and method-ologies as well as the emerging applications of intelligent computing. Its aim wasto unify the picture of contemporary intelligent computing techniques as an in-tegral concept that highlights the trends in advanced computational intelligenceand bridges theoretical research with applications. Therefore, the theme for thisconference was “Advanced Intelligent Computing Technology and Applications.”Papers focusing on this theme were solicited, addressing theories, methodologies,and applications in science and technology.
ICIC 2012 received 753 submissions from 28 countries and regions. All pa-pers went through a rigorous peer-review procedure and each paper received atleast three review reports. Based on the review reports, the Program Committeefinally selected 242 high-quality papers for presentation at ICIC 2012, of which242 papers are included in three volumes of proceedings published by Springer:one volume of Lecture Notes in Computer Science (LNCS), one volume of Lec-ture Notes in Artificial Intelligence (LNAI), and one volume of Communicationsin Computer and Information Science (CCIS).
This volume of Lecture Notes in Computer Science (LNCS) includes 84papers.
The organizers of ICIC 2012, including Tongji University, made an enormouseffort to ensure the success of the conference. We hereby would like to thank themembers of the Program Committee and the referees for their collective effortin reviewing and soliciting the papers. We would like to thank Alfred Hofmann,executive editor from Springer, for his frank and helpful advice and guidancethroughout and for his continuous support in publishing the proceedings. Inparticular, we would like to thank all the authors for contributing their papers.
VI Preface
Without the high-quality submissions from the authors, the success of the con-ference would not have been possible. Finally, we are especially grateful to theIEEE Computational Intelligence Society, the International Neural Network So-ciety, and the National Science Foundation of China for their sponsorship.
May 2012 De-Shuang HuangChangjun Jiang
Vitoantonio BevilacquaJuan Carlos Figueroa
ICIC 2012 Organization
General Co-chairs Changjun Jiang, ChinaGary G. Yen, USA
Steering Committee Chair De-Shuang Huang, China
Program Committee Co-chairs Jianhua Ma, JapanLaurent Heutte, France
Organizing Committee Co-chairs Duoqian Miao, ChinaYang Xiang, ChinaJihong Guan, China
Award Committee Chair Kang-Hyun Jo, Korea
Publication Chair Vitoantonio Bevilacqua, Italy
Workshop/Special Session Chair Juan Carlos Figueroa, Colombia
Special Issue Chair Michael Gromiha, India
Tutorial Chair Phalguni Gupta, India
International Liaison Chair Prashan Premaratne, Australia
Publicity Co-chairs Kyungsook Han, KoreaLing Wang, ChinaXiang Zhang, USALei Zhang, China
Exhibition Chair Qiong Wu, China
Organizing Committee Members Zhijun Ding, ChinaHanli Wang, ChinaYan Wu, ChinaGuo-Zheng Li, ChinaFanhuai Shi, China
Conference Secretary Zhi-Yang Chen, China
VIII ICIC 2012 Organization
Program Committee
Khalid Mahmood Aamir, ItalyVasily Aristarkhov, Russian FederationCostin Badica, RomaniaVitoantonio Bevilacqua, ItalyShuhui Bi, ChinaDanail Bonchev, USAStefano Cagnoni, ItalyChin-Chih Chang, Taiwan, ChinaPei-Chann Chang, Taiwan, ChinaJack Chen, CanadaShih-Hsin Chen, Taiwan, ChinaWen-Sheng Chen, ChinaXiyuan Chen, ChinaYang Chen, ChinaZiping Chiang, Taiwan, ChinaMichal Choras, PolandAngelo Ciaramella, ItalyMilan Cisty, SlovakiaJose Alfredo F. Costa, BrazilLoganathan D., IndiaEng. Salvatore Distefano, ItalyMariagrazia Dotoli, ItalyKarim Faez, IranJianbo Fan, ChinaMinrui Fei, ChinaWai-Keung Fung, CanadaJun-Ying Gan, ChinaXiao-Zhi Gao, FinlandDunwei Gong, ChinaValeriya Gribova, RussiaM. Michael Gromiha, JapanKayhan Gulez, TurkeyAnyuan Guo, ChinaPing Guo, ChinaPhalguni Gupta, IndiaFei Han, ChinaKyungsook Han, KoreaNojeong Heo, KoreaLaurent Heutte, FranceMartin Holena, Czech RepublicWei-Chiang Hong, Taiwan, ChinaYuexian Hou, ChinaSanqing Hu, China
Guangbin Huang, SingaporePeter Hung, IrelandLi Jia, ChinaZhenran Jiang, ChinaKang-Hyun Jo, KoreaDah-Jing Jwo, Taiwan, ChinaYoshiaki Kakuda, JapanVandana Dixit Kaushik, IndiaMuhammad Khurram Khan,
Saudi ArabiaBora Kumova, TurkeyYoshinori Kuno, JapanTakashi Kuremoto, JapanVincent C. S. Lee, AustraliaBo Li, ChinaDalong Li, USAGuo-Zheng Li, ChinaShi-Hua Li, ChinaXiaoou Li, MexicoHualou Liang, USAHonghuang Lin, USAChunmei Liu, USAChun-Yu Liu, USAJu Liu, ChinaKe Lv, ChinaJinwen Ma, ChinaIgor V. Maslov, JapanXiandong Meng, USAFilippo Menolascina, ItalyPabitra Mitra, IndiaRavi Monaragala, Sri LankaTarik Veli Mumcu, TurkeyPrimiano Di Nauta, ItalyBen Niu, ChinaSim-Heng Ong, SingaporeVincenzo Pacelli, ItalyShaoning Pang, New ZealandFrancesco Pappalardo, ItalyYoung B. Park, KoreaSurya Prakash, IndiaPrashan Premaratne, AustraliaHong Qiao, ChinaDaowen Qiu, China
ICIC 2012 Organization IX
K. R. Seeja, IndiaAjita Rattani, ItalyAngel D. Sappa, SpainSimon See, SingaporeAkash K. Singh, USAJiatao Song, ChinaQiankun Song, ChinaZhan-Li Sun, SingaporeStefano Squartini, ItalyEvi Syukur, AustraliaHao Tang, ChinaChuan-Kang Ting, Taiwan, ChinaJun Wan, USABing Wang, USAJeen-Shing Wang, Taiwan, ChinaLing Wang, ChinaShitong Wang, ChinaXuesong Wang, ChinaYong Wang, ChinaYufeng Wang, ChinaZhi Wei, ChinaXiaojun Wu, China
Junfeng Xia, USAShunren Xia, ChinaBingji Xu, ChinaShao Xu, SingaporeZhenyu Xuan, USAYu Xue, ChinaTao Ye, ChinaJun-Heng Yeh, Taiwan, ChinaMyeong-Jae Yi, KoreaZhi-Gang Zeng, ChinaBoyun Zhang, ChinaChaoyang Joe Zhang, USALei Zhang, Hong Kong, ChinaRui Zhang, ChinaXiaoguang Zhao, ChinaXing-Ming Zhao, ChinaZhongming Zhao, USABo-Jin Zheng, ChinaChun-Hou Zheng, ChinaFengfeng Zhou, ChinaWaqas Haider Khan Bangyal, PakistanYuhua Qian, China
Reviewers
Kezhi MaoXin HaoTarik Veli MumcuMuharrem MercimekSelin OzciraXimo TorresBinSong ChengShihua ZhangYu XueXiaoping LuoDingfei GeJiayin ZhouMingyi WangChung Chang LienWei-Ling HwangJian JiaJian WangZhiliu ZuoSajid Bashir
Faisal MuftiHafiz Muhammad
FarooqBilal AhmedMaryam GulGurkan TunaHajira JabeenChandana GamagePrashan PremaratneChathura R. De SilvaManodha GamageKasun De ZoysaChesner DesirLaksman JayaratneFrancesco CamastraRemi FlamaryAntoninostaiano Alessio
FeroneRaffaele Montella
Nalin KarunasingheVladislavs DovgalecsPierrick TranouezAntonio MarateaGiuseppe VettigliRanga RodrigoChyuan-Huei YangRey-Sern LinCheng-Hsiung ChiangJian-Shiun HuYao-Hong TsaiHung-Chi SuJ.-H. ChenWen OuyangChong ShenYuan XuCucocris TanoTien-Dung LeHee-Jun Kang
X ICIC 2012 Organization
Hong-Hee LeeNgoc-Tung NguyenJu KunruVladimir BrusicPing ZhangRenjie ZhangAlessandro CincottiMojaharul IslamMarzio PennisiHaili WangSanto MottaKeun Ho RyuAlfredo PulvirentiRosalba GiugnoGe GuoChih-Min LinYifeng ZhangXuefen ZhuLvzhou LiHaozhen SituQin LiNikola PaunkovicPaulo MateusJozef GruskaXiangfu ZouYasser OmarYin-Xiang LongBjoern SchullerErikcam BriaFaundez-Zanuy MarcosRui ZhangYibin YeQinglai WeiGuangbin HuangLendasse AmauryMichele ScarpinitiSimone BassisMorabito CarloAmir HussainLi ZhangEmilio SoriaSanqing HuHossein JavaherianVeselin StoyanovEric Fock
Yao-Nan LienLiangjun XieNong GuXuewei WangShizhong LiaoZheng LiuBingjun SunYuexian HouShiping WenAilong WuGang BaoTakashi KuremotoAmin YazdanpanahMeng-Cheng LauChi Tai ChengJayanta DebnathRaymond NgBaranyi PeterYongping ZhaiBaoquan SongWeidi DaiJiangzhen RanHuiyu JinGuoping LuXiaohua QiaoXuemei RenMingxia ShenHao TangZhong-Qiang WuZhenhua HuangJunlin ChangBin YeYong ZhangYanzi MiaoYindi ZhaoJun ZhaoMei-Qiang ZhuXue XueYanjing SunWaqas Haider Khan
BangyalMing-Feng YangGuo-Feng FanAsma NaniXiangtao Li
Hongjun JiaYehu ShenTiantai GuoLiya DingDawen XuJinhe WangXiangyu WangShihong DingZhao WangJunyong ZhaiHaibo DuHaibin SunJun YangChin-Sheng YangJheng-Long WuJyun-Jie LinJun-Lin LinLiang-Chih YuS.H. ChenChien-Lung ChanEric FanX.H. CloudYue DengKun YangBadrinath SrinivasFrancesco LongoSanto MottaGiovanni MerlinoShengjun WenNi BuChangan JiangCaihong ZhangLihua JiangAihui WangCunchen GaoTianyu LiuPengfei LiJing SunAimin ZhouJi-Hui ZhangXiufen ZouLianghong WuH. ChenJian ChengZhihua Cui
ICIC 2012 Organization XI
Xiao-Zhi GaoGuosheng HaoQuan-Ke PanBin QianXiaoyan SunByungjeong LeeWoochang ShinJaewon OhJong-Myon KimYung-Keun KwonMingjian ZhangXiai YangLirong WangXi LuoWeidong YangWeiling LiuLanshen GuoYunxia QuPeng KaiSong YangXianxia ZhangMin ZhengWeiming YuWangjun XiangQing LiuXi LuoAli Ahmed AdamIbrahim AliskanYusuf AltunKadir ErkanIlker UstogluLevent UcunJanset DasdemirXiai YanStefano RicciardiDaniel RiccioMarilena De MarsicoFabio NarducciAtsushi YamashitaKazunori OnoguchiRyuzo OkadaNaghmeh GarmsiriLockery DanMaddahi YaserKurosh Zareinia
Ramhuzaini AbdRahman
Xiaosong LiLei SongGang ChenYiming PengFan LiuJun ZhangLi ShangChunhou ZhengJayasudha John SuseelaSoniya BalramK.J. ShantiAravindan ChandraboseParul AgarwalDeepa AnandRanjit BiswasNobutaka ShimadaHironobu FujiyoshiGiuseppe VettigliFrancesco NapolitanoXiao ZhangTorres-Sospedra JoaquınKunikazu KobayashiLiangbing FengFuhai LiYongsheng DongShuyi ZhangYanqiao ZhuLei HuangYue ZhaoYunsheng JiangBin XuWei WangJin WeiKisha NiYu-Liang HsuChe-Wei LinJeen-Shing WangYingke LeiJie GuiXiaoming LiuDong YangJian YuJin Gu
Chenghai XueXiaowo WangXin FengBo ChenJianwei YangChao HuangWeixiang LiuQiang HuangYanjie WeiAo LiMingyuan JiuDipankar DasGianluca IppolitiLian LiuMohammad Bagher
Bannae SharifianHadi AfshariradS. GalvaniChengdong WuMeiju LiuAamir ShahzadWei XiongToshiaki KondoAndrea PratiBai LiDomenico G. SorrentiAlessandro RizziRaimondo SchettiniMengjie ZhangGustavo OlagueUmarani JayaramanAditya NigamHunny MehrotraGustavo SouzaGuilherme BarretoLeandrodos Santos
CoelhoCarlos ForsterFernando Von ZubenAnne CanutoJackson SouzaCarmelo Bastos FilhoDaniel AloiseSergio P. SantosRicardo Fabbri
XII ICIC 2012 Organization
Fabio PaivaS.H. ChenTsung-Che ChiangCheng-Hung ChenShih-Hung WuZhifeng YunYanqing JiKai WangJe-Ho ParkJunhong WangJifang PangThiran De SilvaNalin BadaraShaojing FanChen LiQingfeng LiLiangxu LiuRina SuHua YuJie SunLinhua ZhouZhaohong DengPengjiang QianJun WangPuneet GuptaSalim FloraJayaputera JamesSherchan WanitaHelen PaikMohammed M. GaberAgustinus B. WaluyoDat HoangHamid MotahariEric PardedeTim HoJose A.F. CostaQiang FanSurya PrakashVandana Dixit K.Saiful IslamKamlesh TiwariSandesh GuptaZahid AkhtarMin-Chih ChenAndreas Konstantinidis
Quanming ZhaoHongchun LiZhengjie WangChong MengLin CaiAiyu ZhangYang-Won LeeYoung ParkChulantha KulasekereAkalanka RanundeniyaJunfeng XiaMin ZhaoHamid Reza Rashidi
KananMehdi EzojiMajid ZiaratbanSaeed MozaffariJavad HaddadniaPeyman MoallemFarzad TowhidkhahHamid
AbrishamimoghaddamMohammad Reza
PourfardM.J. Abdollahi FardArana-Arexolaleiba
NestorCarme JuliaBoris VintimillaDaniele RanieriAntonio De GiorgioVito GalloLeonarda CarnimeoPaolo PannaraleLopez-Chau AsdrubalJair CervantesDebrup ChakrabortySimon DaceyWei-Chiang HongWenyong DongLingling WangHongrun WuChien-Yuan LaiMd.Kamrul HasanMohammad Kaykobad
Young-Koo LeeSungyoung LeeChin-Chih ChangYuewangShinji InoueTomoyuki OhtaEitaro KohnoAlex MuscarSorin IlieCosulschi MirelMin ChenWen YuLopez-Arevalo IvanSabooh AjazPrashan PremaratneWeimin HuangJingwen WangKai YinHong WangYan FanNiu QunYouqing WangDajun DuLaurence T. YangLaurence YangSeng LokeSyukur EviLuis Javier Garcıa
VillalbaTsutomu TeradaTomas Sanchez LopezEric ChengBattenfeld OliverYokota MasaoHanemann SvenYue SuoPao-Ann HsiungKristiansen LillCallaghan VictorMzamudio Rodriguez
VictorSherif SakrRajiv RanjanCheong Ghil KimPhilip Chan
ICIC 2012 Organization XIII
Wojtek GoscinskiJefferson TanBo ZhouHuiwei WangXiaofeng ChenBing LiWojtek GoscinskiSamar ZutshiRafal KozikTomasz AndrysiakMarian Cristian
MihaescuMichal ChorasYanwen ChongJinxing LiuMiguel Gonzalez
MendozaTa-Yuan ChouHui LiChao WuKyung DaeKoJunhong WangGuoping LinJiande SunHui YuanQiang WuYannan RenDianxing LiuM. Sohel RahmanDengxin LiGerard J. ChangWeidong ChangXulian HuaDan TangSandesh GuptaUma RaniSurya PrakashNarendra KohliMeemee NgOlesya KazakovaVasily AristarkhovOzgur KaymakciXuesen MaQiyue LiZhenchun Wei
Xin WeiXiangjuan YaoLing WangShujuan JiangChanghai NieHe JiangFengfeng ZhouZexian LiuJian RenXinjiao GaoTian-Shun GaoHan ChengYongbo WangYuangen YaoJuan LiuBing LuoZilu YingJunying ZengGuohui HeYikui ZhaiBinyu YiZhan LiuXiang JiHongyuan ZhaAzzedine BoukercheHoracio A.B.F. OliveiraEduardo F. NakamuraAntonio A.F. LoureiroRadhika NagpalJonathan BachrachDaeyoung ChoiWoo Yul KimAmelia BadicaFuqing DuanHui-Ping TserngRen-Jye DzengMachine HsieMilan CistyMuhammad AmjadMuhammad RashidWaqas BangyalBo LiuXueping YuChenlong LiuJikui Shen
Julius WanLinlin ShenZhou SuWeiyan HouEmil VassevAnuparp BoonsongsrikulPaddy NixonKyung-Suk LheeMan Pyo HongVincent C.S. LeeYee-Wei LawTouraj BanirostamHo-Quoc-PhuongNguyenBin YeHuijun LiXue SenMu QiaoXuesen MaWeizhen ChunQian ZhangBaosheng YangXuanfang FeiFanggao CuiXiaoning SongDongjun YuBo LiHuajiang ShaoKe GuHelong XiaoWensheng TangAndrey VavilinJong Eun HaMun-Ho JeongTaeho KimKaushik DebDaenyeong KimDongjoong KangHyun-Deok KangHoang-Hon TrinhAndrey YakovenkoDmitry BrazhkinSergey RyabininStanislav EfremovAndrey Maslennikov
XIV ICIC 2012 Organization
Oleg SklyarovPabitra MitraJuan LiTiziano PolitiVitoantonio BevilacquaAbdul RaufYuting YangLei ZhaoShih-Wei LinVincent LiChunlu LaiQian WangLiuzhao ChenXiaozhao ZhaoPlaban BhowmickAnupam MandalBiswajit DasPabitra MitraTripti SwarnkarYang DaiChao ChenYi MaEmmanuel CamdesChenglei SunYinying WangJiangning SongZiping ChiangVincent ChiangXingming ZhaoChenglei SunFrancesca NardoneAngelo CiaramellaAlessia AlbaneseFrancesco NapolitanoGuo-Zheng LiXu-Ying LiuDalong LiJonathan SunNan WangYi YangMingwei LiWierzbicki AdamMarcin CzenkoHa TranJeroen Doumen
Sandro EtallePieter HartelJerryden HartogHai RenXiong LiLing LiuFelix Gomez MarmolJih-Gau JuangHe-Sheng WangXin LuKyung-Suk LheeSangyoon OhChisa TakanoSungwook S. KimJunichi FunasakaYoko KamidoiDan WuDah-Jing JwoAbdollah ShidfarReza PourgholiXiujun ZhangYan WangKun YangIliya SlavutinLing WangHuizhong YangNing LiTao YeSmile GuPhalguni GuptaGuangxu JinHuijia LiXin GaoDan LiuZhenyu XuanChangbin DuMingkun LiHaiyun ZhangBaoli WangGiuseppe PappalardoHuisen WangHai MinNalin BandaraLin ZhuWen Jiang
Can-Yi LuLei ZhangJian LuJian LuHong-Jie YuKe GuHangjun WangZhi-De ZhiXiaoming RenBen NiuHua-Yun ChenFuqing DuanJing XuMarco FalagarioFabio SciancaleporeNicola EpicocoWei ZhangMu-Chung ChenChinyuan FanChun-Wei LinChun-Hao ChenLien-Chin ChenSeiki InoueK.R. SeejaGurkan TunaCagri GungorQian ZhangHuanting FengBoyun ZhangJun QinYang ZhaoQinghua CuiHsiao Piau NgQunfeng DongHailei ZhangWoochang HwangJoe ZhangMarek RodnyBing-Nan LiYee-Wei LawLu ZhenBei YeJl XuPei-Chann ChangValeria Gribova
ICIC 2012 Organization XV
Xiandong MengLasantha MeegahapolaAngel SappaRajivmal Hotra
George SmithCarlor OssiLijing TanAntonio Puliafito
Nojeong HeoSantosh BbeheraGiuliana Rotunno
Table of Contents
Evolutionary Learning and Genetic Algorithms
PSO Assisted NURB Neural Network Identification . . . . . . . . . . . . . . . . . . 1Xia Hong and Sheng Chen
2D Discontinuous Function Approximation with Real-ValuedGrammar-Based Classifier System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
Lukasz Cielecki and Olgierd Unold
A Scatter Search Methodology for the Aircraft Conflict ResolutionProblem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
Zhi-Zeng Li, Xue-Yan Song, Ji-Zhou Sun, and Zhao-Tong Huang
Self-adaptive Differential Evolution Based Multi-objective OptimizationIncorporating Local Search and Indicator-Based Selection . . . . . . . . . . . . . 25
Datong Xie, Lixin Ding, Shenwen Wang, Zhaolu Guo,Yurong Hu, and Chengwang Xie
Fuzzy Theory and Models
Application of Data Mining in Coal Mine Safety Decision System Basedon Rough Set . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34
Tianpei Zhou
Study on Web Text Feature Selection Based on Rough Set . . . . . . . . . . . . 42Xianghua Lu and Weijing Wang
A Generalized Approach for Determining Fuzzy Temporal Relations . . . . 49Luyi Bai and Zongmin Ma
Applications on Information Flow and Biomedical Treatment of FDESBased on Fuzzy Sequential Machines Theory . . . . . . . . . . . . . . . . . . . . . . . . 57
Hongyan Xing and Daowen Qiu
Discontinuous Fuzzy Systems and Henstock Integrals of Fuzzy NumberValued Functions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Yabin Shao and Zengtai Gong
Swarm Intelligence and Optimization
A Phased Adaptive PSO Algorithm for Multimodal FunctionOptimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73
Haiping Yu and Fengying Yang
XVIII Table of Contents
The Comparative Study of Different Number of Particles in ClusteringBased on Three-Layer Particle Swarm Optimization . . . . . . . . . . . . . . . . . . 80
Guoliang Huang, Xinling Shi, Zhenzhou An, and He Sun
Implementation of Mutual Localization of Multi-robot Using ParticleFilter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Yang Weon Lee
Optimization of Orthogonal Poly Phase Coding Waveform Based onBees Algorithm and Artificial Bee Colony for MIMO Radar . . . . . . . . . . . 95
Milad Malekzadeh, Alireza Khosravi, Saeed Alighale, andHamed Azami
Kernel Methods and Supporting Vector Machines
SVM Regularizer Models on RKHS vs. on Rm . . . . . . . . . . . . . . . . . . . . . . . 103Yinli Dong and Shuisheng Zhou
Research on Performance Comprehensive Evaluation of Thermal PowerPlant under Low-Carbon Economy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112
Xing Zhang
Nature Inspired Computing and Optimization
Computing the Minimum λ-Cover in Weighted Sequences . . . . . . . . . . . . . 120Hui Zhang, Qing Guo, and Costas S. Iliopoulos
A Novel Hybrid Evolutionary Algorithm for Solving Multi-objectiveOptimization Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128
Huantong Geng, Haifeng Zhu, Rui Xing, and Tingting Wu
Heuristic Algorithms for Solving Survivable Network Design Problemwith Simultaneous Unicast and Anycast Flows . . . . . . . . . . . . . . . . . . . . . . . 137
Huynh Thi Thanh Binh, Pham Vu Long, Nguyen Ngoc Dat, andNguyen Sy Thai Ha
Systems Biology and Computational Biology
Protein-Protein Binding Affinity Prediction Based on an SVREnsemble . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145
Xueling Li, Min Zhu, Xiaolai Li, Hong-Qiang Wang, andShulin Wang
A Novel Two-Stage Alignment Method for Liquid ChromatographyMass Spectrometry-Based Metabolomics . . . . . . . . . . . . . . . . . . . . . . . . . . . . 152
Xiaoli Wei, Xue Shi, Seongho Kim, Craig McClain, and Xiang Zhang
Table of Contents XIX
Reconstruction of Metabolic Association Networks UsingHigh-Throughput Mass Spectrometry Data . . . . . . . . . . . . . . . . . . . . . . . . . . 160
Imhoi Koo, Xiang Zhang, and Seongho Kim
Predicting Protein Subcellular Localization by Fusing Binary Tree andError-Correcting Output Coding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 168
Lili Guo and Yuehui Chen
Exponential Stability of a Class of High-Order Hybrid NeuralNetworks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174
Qian Ye, Baotong Cui, Xuyang Lou, and Ke Lou
Knowledge Discovery and Data Mining
Mining Google Scholar Citations: An Exploratory Study . . . . . . . . . . . . . . 182Ze Huang and Bo Yuan
Knowledge Acquisition of Multiple Information Sources Based onAircraft Assembly Design . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190
Liang Xia, Lizhi Zhang, and Zhenguo Yan
Graph Theory and Algorithms
Generalizing Sufficient Conditions and Traceable Graphs . . . . . . . . . . . . . . 198Kewen Zhao
Note on the Minimal Energy Ordering of Conjugated Trees . . . . . . . . . . . . 206Yulan Xiao and Bofeng Huo
Machine Learning Theory and Methods
An Ensemble Method Based on Confidence Probability forMulti-domain Sentiment Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214
Quan Zhou, Yuhong Zhang, and Xuegang Hu
Robust ISOMAP Based on Neighbor Ranking Metric . . . . . . . . . . . . . . . . . 221Chun Du, Shilin Zhou, Jixiang Sun, and Jingjing Zhao
Modeling by Combining Dimension Reduction and L2Boosting . . . . . . . . 230Junlong Zhao
Geometric Linear Regression and Geometric Relation . . . . . . . . . . . . . . . . . 236Kaijun Wang and Liying Yang
XX Table of Contents
Biomedical Informatics Theory and Methods
Optimal Control Strategies of a Tuberculosis Model with ExogenousReinfection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 244
Yali Yang, Xiuchao Song, Yuzhou Wang, and Guoyun Luo
Method of Smartphone Users’ Information Protection Based onComposite Behavior Monitor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 252
Hua Zha and Chunlin Peng
Complex Systems Theory and Methods
Improved Digital Chaotic Sequence Generator Utilized in EncryptionCommunication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 260
Xiaoyuan Li, Bin Qi, and Lu Wang
Modeling and Adaptive Control for Flapping-Wing Micro AerialVehicle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269
Qingwei Li and Hongjun Duan
Distributed Staff’s Integral Systems Design and Implementation . . . . . . . 277Qing Xie, Guo-Dong Liu, Zheng-Hua Shu, Bing-Xin Wang, andDeng-Ji Zhao
Pervasive/Ubiquitous Computing Theory andMethods
Research of QoC-aware Service Adaptation in Pervasive Environment . . . 284Di Zheng, Qingwei Xu, and Ke-rong Ben
Energy Efficient Filtering Nodes Assignment Method for SensorNetworks Using Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293
Soo Young Moon and Tae Ho Cho
Sentiment Analysis with Multi-source Product Reviews . . . . . . . . . . . . . . . 301Hongwei Jin, Minlie Huang, and Xiaoyan Zhu
Intelligent Computing in Bioinformatics
Identifying CpG Islands in Genome Using Conditional RandomFields . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309
Wei Liu, Hanwu Chen, and Ling Chen
A Novel Gene Selection Method for Multi-catalog Cancer DataClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319
Xuejiao Lei, Yuehui Chen, and Yaou Zhao
Table of Contents XXI
A Novel Discretization Method for Microarray-Based CancerClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327
Ding Li, Rui Li, and Hong-Qiang Wang
Sequence-Based Prediction of Protein-Protein Interactions UsingRandom Tree and Genetic Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 334
Lei Zhang
Intelligent Computing in Pattern Recognition
A Two-Stage Reduction Method Based on Rough Set and FactorAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 342
Zheng Liu, Liying Fang, Mingwei Yu, Pu Wang, andJianzhuo Yan
Eyebrow Segmentation Based on Binary Edge Image . . . . . . . . . . . . . . . . . 350Jiatao Song, Liang Wang, and Wei Wang
Intelligent Computing in Image Processing
X-ray Image Contrast Enhancement Using the Second GenerationCurvelet Transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 357
Hao Li and Guanying Huo
MMW Image Blind Restoration Using Sparse ICA in ContourletTransform Domain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 365
Li Shang, Pin-gang Su, and Wen-jun Huai
An Adaptive Non Local Spatial Fuzzy Image SegmentationAlgorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 373
Hanqiang Liu and Feng Zhao
MMW Image Enhancement Based on Gray Stretch Technique and SSRTheory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 379
Wen-Jun Huai, Li Shang, and Pin-Gang Su
A Study of Images Denoising Based on Two Improved FractionalIntegral Marks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 386
Changxiong Zhou, Tingqin Yan, Wenlin Tao, and Shufen Lui
Leaf Image Recognition Using Fourier Transform Based on OrderedSequence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 393
Li-Wei Yang and Xiao-Feng Wang
Discriminant Graph Based Linear Embedding . . . . . . . . . . . . . . . . . . . . . . . 401Bo Li, Jin Liu, Wen-Yong Dong, and Wen-Sheng Zhang
XXII Table of Contents
Intelligent Computing in Robotics
A Performance Analysis of Omnidirectional Vision Based SimultaneousLocalization and Mapping . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407
Hayrettin Erturk, Gurkan Tuna, Tarik Veli Mumcu, andKayhan Gulez
Trajectory Estimation of a Tracked Mobile Robot Using theSigma-Point Kalman Filter with an IMU and Optical Encoder . . . . . . . . . 415
Xuan Vinh Ha, Cheolkeun Ha, and Jewon Lee
Development of a Mobile Museum Guide Robot That Can ConfigureSpatial Formation with Visitors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 423
Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno,Akiko Yamazaki, and Keiichi Yamazaki
Intelligent Computing in Computer Vision
A Novel Image Matting Approach Based on Naive Bayes Classifier . . . . . 433Zhanpeng Zhang, Qingsong Zhu, and Yaoqin Xie
Detecting Insulators in the Image of Overhead Transmission Lines . . . . . 442Jingjing Zhao, Xingtong Liu, Jixiang Sun, and Lin Lei
Realizing Geometry Surface Modeling of Complicated GeologicalObject Based on Delaunay Triangulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . 451
Xiangbin Meng, Panpan Lv, Xin Wang, and Hua Chen
Researching of the Evolution of Discontent in Mass Violence Event . . . . . 458FanLiang Bu and YuNing Zhao
An Efficient Two-Stage Level Set Segmentation Framework forOverlapping Plant Leaf Image . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 466
Xiao-Feng Wang and Hai Min
Intelligent Computing in Petri Nets/TransportationSystems
Behavior Analysis of Software Systems Based on Petri Net Slicing . . . . . . 475Jiaying Ma, Wei Han, and Zuohua Ding
Aircraft Landing Scheduling Based on Semantic Agent NegotiationMechanism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 483
Zhao-Tong Huang, Xue-Yan Song, Ji-Zhou Sun, and Zhi-Zeng Li
A Real-Time Posture Simulation Method for High-Speed Train . . . . . . . . 490Huijuan Zhou, Bo Chen, Yong Qin, and Yiran Liu
Table of Contents XXIII
High-Order Terminal Sliding-Mode Observers for Anomaly Detection . . . 497Yong Feng, Fengling Han, Xinghuo Yu, Zahir Tari, Lilin Li, andJiankun Hu
Intelligent Data Fusion and Information Security
An Automated Bug Triage Approach: A Concept Profile and SocialNetwork Based Developer Recommendation . . . . . . . . . . . . . . . . . . . . . . . . . 505
Tao Zhang and Byungjeong Lee
A New Method for Filtering IDS False Positives with Semi-supervisedClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 513
Minghua Zhang and Haibin Mei
Dual-form Elliptic Curves Simple Hardware Implementation . . . . . . . . . . . 520Jianxin Wang and Xingjun Wang
Genetic Based Auto-design of Fuzzy Controllers for Vector ControlledInduction Motor Drives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 528
Moulay Rachid Douiri and Mohamed Cherkaoui
Very Short Term Load Forecasting for Macau Power System . . . . . . . . . . . 538Chong Yin Fok and Mang I Vai
Intelligent Sensor Networks
A Method for the Enhancement of the Detection Power and EnergySavings against False Data Injection Attacks in Wireless SensorNetworks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 547
Su Man Nam and Tae Ho Cho
Virtual Cluster Tree Based Distributed Data Classification StrategyUsing Locally Linear Embedding in Wireless Sensor Network . . . . . . . . . . 555
Xin Song, Cuirong Wang, Cong Wang, and Xi Hu
Fault Detection and Isolation in Wheeled Mobile Robot . . . . . . . . . . . . . . . 563Ngoc Bach Hoang, Hee-Jun Kang, and Young-Shick Ro
Knowledge Representation/Reasoning and ExpertSystems
The Research on Mapping from DAML+OIL Ontology to Basic-Elementand Complex-Element of Extenics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 570
Bin Wen
The Study of Codeswitching in Advertisements . . . . . . . . . . . . . . . . . . . . . . 579Hua Wang
XXIV Table of Contents
Special Session on Hybrid Optimization:New Theories and Developments
Powered Grid Scheduling by Ant Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . 586Feifei Liu and Xiaoshe Dong
An Efficient Palmprint Based Recognition System Using 1D-DCTFeatures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 594
G.S. Badrinath, Kamlesh Tiwari, and Phalguni Gupta
An Efficient Algorithm for De-duplication of Demographic Data . . . . . . . 602Vandana Dixit Kaushik, Amit Bendale, Aditya Nigam, andPhalguni Gupta
A Transportation Model with Interval Type-2 Fuzzy Demands andSupplies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 610
Juan C. Figueroa-Garcıa and German Hernandez
Special Session on Bio-inspired Computingand Application
Unstructured Scene Object Localization Algorithm Based on SparseOvercomplete Representation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 618
Peng Lu, Yuhe Tang, Eryan Chen, Huige Shi, and Shanshan Zhang
Solving the Distribution Center Location Problem Based onMulti-swarm Cooperative Particle Swarm Optimizer . . . . . . . . . . . . . . . . . . 626
Xianghua Chu, Qiang Lu, Ben Niu, and Teresa Wu
Improved Bacterial Foraging Optimization with Social Cooperationand Adaptive Step Size . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 634
Xiaohui Yan, Yunlong Zhu, Hanning Chen, and Hao Zhang
Root Growth Model for Simulation of Plant Root System andNumerical Function Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 641
Hao Zhang, Yunlong Zhu, and Hanning Chen
Bacterial-Inspired Algorithms for Engineering Optimization . . . . . . . . . . . 649Ben Niu, Jingwen Wang, Hong Wang, and Lijing Tan
Multiobjective Dynamic Multi-Swarm Particle Swarm Optimization forEnvironmental/Economic Dispatch Problem . . . . . . . . . . . . . . . . . . . . . . . . . 657
Jane-Jing Liang, Wei-Xing Zhang, Bo-Yang Qu, and Tie-Jun Chen
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665
