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R`hnkc J`vhzrhnec Zhayn Ahnek W`nc Hezrhruro ci Mnr`omnrhjz neb Jcm|urov Zjhoejo _ehyovzhrx ci Zêc \nuac! Zêc Jnvacz! Zêc \nuac! Fvnwha

Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

http://slidepdf.com/reader/full/presentation-isnn-2011-semisupervised-learning-guided-by-the-modularity-measure 1/25

R`hnkc J`vhzrhnec Zhayn

Ahnek W`nc

Hezrhruro ci Mnr`omnrhjz neb Jcm|urov Zjhoejo

_ehyovzhrx ci Zêc \nuac! Zêc Jnvacz! Zêc \nuac! Fvnwha

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

http://slidepdf.com/reader/full/presentation-isnn-2011-semisupervised-learning-guided-by-the-modularity-measure 2/25

Zummnvx      Hervcbujrhce

      Jcm|aop Eor{cvdz

      Zomh-Zu|ovyhzob Aonvehek

      Janzzhihjnrhce Rnzd he Kvn|`z

      Bozjvh|rhce ci r`o Roj`eh~uo

      Voaoyner Fnjdkvcueb

      R`o \vc|czob Roj`eh~uo

      Eor{cvd Vobujrhce Roj`eh~uo

      Jcm|urov Zhmuanrhcez

      Nvrhihjhna Bnrn Zorz

      Vona-{cvab Bnrn Zorz

      Jcejauzhcez

6

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Jcm|aop Eor{cvdz Herovozr z`hirhek n{nx ivcm zmnaa rc anvko-zjnao eor{cvdz

_fh~uhrcuz he Enruvo neb oyovxbnx ahio

O%k%7 [[[ ! Fhcackhjna Eouvna Eor{cvdz! Zcjhna Eor{cvdz! Iccb

[ofz! Mornfcahj Eor{cvdz! Oaojrvhjna Oeovkx

Jcm|aop eor{cvd vo|vozoernrhce uehihoz r`o zrvujruvo!

bxenmhjz neb iuejrhcez ci n zxzrom {`hj` hr vo|vozoerz

He`ovoer nfhahrx rc bozjvhfo r`o rc|cackhjna zrvujruvo ci r`o

cvhkhena zxzrom

\vozoejo ci zrvujruvoz dec{e nz jcmmuehrhoz

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Zomh-Zu|ovyhzob Aonvehekx KOEOVNA JNZO7 Khyoe n ahmhrob eumfov ci anfoaob bnrn (ph! xh

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anfoaob zor%

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x Naahyhnroz r`o rnzd ci mneunaax anfoahek bnrn hromz! {`hj` hz n

jumfovzcmo neb op|oezhyo |vcjozz {`hj` koeovnaax vo~uhvoz n

`umne op|ovr

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Janzzhihjnrhce

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Janzzhihjnrhce Rnzd he Kvn|`z

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 Nbynejoz he Eouvna Heicvmnrhce \vcjozzhek Zxzromz >9 ! 6<<2% 9

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Voaoyner Fnjdkvcueb

M% O% G% Eo{mne! Mcbuanvhrx neb jcmmuehrx zrvujruvo he eor{cvdz! \vcjoobhekz ci r`o Enrhcena Njnbomx ci 

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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R`o \vc|czob Roj`eh~uo

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozrvhjrhcez ce n movkhek

8

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozrvhjrhcez ce n movkhek

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozrvhjrhcez ce n movkhek

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozrvhjrhcez ce n movkhek

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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\vcjobuvo icv Eor{cvd Vobujrhce

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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HH% Naa r`o zoai-acc|z! fvcuk`r herc r`o eor{cvd fx r`o

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jcmmuehrx {hr` hrzoai 

HHH% R`hz |vcjozz ci vobujrhce hz |ovicvmob icv oyovx janzzr`nr ophzrz he r`o eor{cvd

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Jcm|urov Zhmuanrhcez

>9

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Jauzrovob Vnebcm Eor{cvdz

x

M% Khvyne! M% O% G% Eo{mne! Jcmmuehrx zrvujruvo he zcjhna neb fhcackhjna eor{cvdz! \vcjoobhekz ci r`o Enrhcena  Njnbomx ci Zjhoejoz ci r`o _ehrob Zrnroz ci Nmovhjn 88 (>6 (6<<6 ;06>¾ ;069% >;

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Hm|njr ci r`o Vobujrhce Injrcv

M% Khvyne! M% O% G% Eo{mne! Jcmmuehrx zrvujruvo he zcjhna neb fhcackhjna eor{cvdz! \vcjoobhekz ci r`o Enrhcena  Njnbomx ci Zjhoejoz ci r`o _ehrob Zrnroz ci Nmovhjn 88 (>6 (6<<6 ;06>¾ ;069% >0

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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C% J`n|oaao! F% Zj`ùadc|i! N% Whoe (Obz%! Zomh-zu|ovyhzob Aonvehek ! Nbn|rhyo jcm|urnrhce neb mnj`heo

aonvehek! MHR \vozz! Jnmfvhbko! MN! _ZN! 6<<9%

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Zcmo ZZA Roj`eh~uoz

66

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozuarz

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8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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Vozuarz

62

8/3/2019 Presentation ISNN 2011: Semisupervised Learning Guided by the Modularity Measure in Complex Networks

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zomh-zu|ovyhzob aonvehek fnzob ce r`o mcbuanvhrx

monzuvox Eor{cvd Vobujrhce mor`cbz ̀ nyo fooe boyoac|ob

x Jcm|urov zhmuanrhcez |ovicvmob fcr` ce nvrhihjhna neb

vona bnrn zorz z`c{ kccb vozuarz ivcm r`o |vc|czob

roj`eh~uox Nz n iuruvo {cvd! bhiiovoer eor{cvd vobujrhce

moj`nehzmz {haa fo zrubhob

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