Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II PDF
Preview Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II
Lecture Notes in Computer Science 5507 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA AlfredKobsa UniversityofCalifornia,Irvine,CA,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen UniversityofDortmund,Germany MadhuSudan MassachusettsInstituteofTechnology,MA,USA DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum Max-PlanckInstituteofComputerScience,Saarbruecken,Germany Mario Köppen Nikola Kasabov George Coghill (Eds.) Advances in Neuro-Information Processing 15th International Conference, ICONIP 2008 Auckland, New Zealand, November 25-28, 2008 Revised Selected Papers, Part II 1 3 VolumeEditors MarioKöppen NetworkDesignandResearchCenter,KyushuInstituteofTechnology 680-4,Kawazu,Iizuka,Fukuoka820-8502,Japan E-mail:[email protected] NikolaKasabov AucklandUniversityofTechnology KnowledgeEngineeringandDiscoveryResearchInstitute(KEDRI) SchoolofComputingandMathematicalSciences 350QueenStreet,Auckland10110,NewZealand E-mail:[email protected] GeorgeCoghill AucklandUniversityofTechnology,RoboticsLaboratory DepartmentofElectricalandComputerEngineering 38PrincesStreet,Auckland1142,NewZealand E-mail:[email protected] LibraryofCongressControlNumber:2009929942 CRSubjectClassification(1998):F.1,I.2,I.5,G.4,G.3,C.3 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ISSN 0302-9743 ISBN-10 3-642-03039-4SpringerBerlinHeidelbergNewYork ISBN-13 978-3-642-03039-0SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. springer.com ©Springer-VerlagBerlinHeidelberg2009 PrintedinGermany Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SPIN:12692576 06/3180 543210 Preface The two volumes contain the papers presented at the ICONIP 2008 conference of the Asia Pacific Neural Network Assembly, held in Auckland, New Zealand, November 25–28,2008. ICONIP 2008 attracted around 400 submissions, with approx. 260 presen- tations accepted, many of them invited. ICONIP 2008 covered a large scope of topicsinthe areasof:methods andtechniquesofartificialneuralnetworks,neu- rocomputers,brain modeling, neuroscience,bioinformatics, pattern recognition, intelligent information systems, quantum computation, and their numerous ap- plicationsin almostallareasofscience,engineering,medicine,the environment, and business. One of the features of the conference was the list of 20 plenary and invited speakers, all internationally established scientists, presenting their recent work. Amongthem:ProfessorsShun-ichiAmari,RIKENBrainScienceInstitute;Shiro Usui, RIKEN Brain Science Institute, Japan; Andrzej Cichocki, RIKEN Brain Science Institute; Takeshi Yamakawa, Kyushu Institute of Technology; Kenji Doya, Okinawa Institute of Science and Technology; Youki Kadobayashi, Na- tional Institute of Information and Communications Technology, Japan; Sung- Bae Cho, Yonsei University, Korea; Alessandro Villa, University of Grenoble, France; Danilo Mandic, Imperial College, UK; Richard Duro, Universidade da Coruna,Spain,AndreasKo¨nig,TechnischeUniversita¨tKaiserslautern,Germany; Yaochu Jin, Honda Research Institute Europe, Germany; Bogdan Gabrys, Uni- versityofBournemouth,UK;JunWang,ChineseUniversityofHongKong;Mike Paulin, Otago University, New Zealand; Mika Hirvensalo, University of Turku, Finland;LeiXu,ChineseUniversityofHongKongandBeijingUniversity,China; Wlodzislaw Duch, NicholausCopernicus University,Poland;Gary Marcus,New York University, USA. The organizers would also like to thank all special session organizers for their strong efforts to enrich the scope and program of this conference. The ICONIP 2008 conference covered the following special sessions: “Data Mining Methods for Cybersecurity,” organized by Youki Kadobayashi, Daisuke Inoue, andTaoBan,“ComputationalModelsandTheirApplicationstoMachineLearn- ing andPatternRecognition,”organizedby KazunoriIwataandKazushiIkeda, “Lifelong Incremental Learning for Intelligent Systems,” organized by Seiichi Ozawa, Paul Pang, Minho Lee, and Guang-Bin Huang, “Application of Intelli- gentMethodsinEcologicalInformatics,”organizedbyMichaelJ.WattsandSu- san P. Worner,“PatternRecognition from Real-world Information by SVM and Other Sophisticated Techniques,” organized by Ikuko Nishikawa and Kazushi Ikeda,“DynamicsofNeuralNetworks,”organizedbyZhigangZengandTingwen Huang, “Recent Advances in Brain-Inspired Technologies for Robotics,” orga- nized by Kazuo Ishii and Keiichi Horio, and “Neural Information Processing VI Preface in Cooperative Multi-Robot Systems,” organized by Jose A. Becerra, Javier de Lope, and Ivan Villaverde. Another featureofICONIP2008wasthatitwasprecededby the FirstSym- posium of the International Neural Network Society (INNS) on New Directions in Neural Networks (NNN 2008), held November 25–25, 2008. This symposium wasonthetopic“ModelingtheBrainandNeurvoussystems,”withtwostreams: Development and Learning and ComputationalNeurogenetic Modeling. Among the invited speakers were: A. Villa, J. Weng, G. Marcus, C. Abraham, H. Ko- jima,M.Tsukada,Y.Jin,L.Benuskova.ThepaperspresentedatNNN2008are also included in these two volumes. ICONIP 2008 and NNN 2008 were technically co-sponsored by APNNA, INNS, the IEEE Computational Intelligence Society, the Japanese Neural Network Society (JNNS), the European Neural Network Society (ENNS), the Knowledge Engineering and Discovery Research Institute (KEDRI), Auckland University of Technology, Toyota USA, Auckland Sky City, and the School of Computing and Mathematical Sciences at the Auckland University of Technol- ogy. Our sincere thanks to the sponsors! The ICONIP 2008 and the NNN 2008 events were hosted by the Knowledge Engineering and Discovery Research Institute (KEDRI) of the Auckland Uni- versityofTechnology(AUT). We wouldlike to acknowledgethe staff ofKEDRI and especially the Local Organizing Chair Joyce DMello, the Web manager Pe- ter Hwang, and the publication team comprising Stefan Schliebs, Raphael Hu and Kshitij Doble, for their effort to make this conference an exciting event. March 2009 Nikola Kasabov Mario Ko¨ppen George Coghill ICONIP 2008 Organization ICONIP 2008 was organized by the Knowledge Engineering and Discovery Re- search Institute (KEDRI) of the Auckland University of Technology (AUT). Conference Committee General Chair Nikola Kasabov ProgramCo-chairs Mario Ko¨ppen, George Coghill, Masumi Ishikawa Publicity Chairs Shiro Usui, Bill Howel, Ajit Narayanan, Suash Deb Plenary Chairs Takeshi Yamakawa,Andreas K¨onig, Tom Gedeon Panels Chairs Robert Kozma, Mario Fedrizzi, M.Tsukada, Stephen MacDonell Tutorial Chairs Sung-Bae Cho, Martin McGinnity, L. Benuskova Special Session Chairs Soo-YoungLee,RichardDuro,ShaoningPang Poster Session Chairs BernadeteRibeiro,QunSong,FrancesJoseph Workshop Chairs Mike Paulin, Irwin King, Kaori Yoshida, Napoleon H. Reyes Demonstrations Chairs Sue Worner, Russel Pears,Michael Defoin-Platel Local Organizing Chair Joyce Mello Technical Support Chair Peter Hwang Track Chairs Neurodynamics: Takeshi Aihara, Tamagawa University, Japan Cognitive Neuroscience: Alessandro Villa, UJF Grenoble, France BrainMapping:JagathRajapakse,NanyangTechnologicalUniversity,Singapore Neural Network Learning Paradigms:Nik Kasabov, Auckland University of Technology, New Zealand KernelMethodsandSVM:BernardeteRibeiro,UniversityofCoimbra,Portugal Ensemble Methods for Neural Networks: Andre C.P.L.F. de Carvalho, University of Sao Paulo, Brazil Information Algebra: Andrzej Cichocki, RIKEN, Japan Neural Networks for Perception: Akira Iwata, Nagoya Institute of Technology, Japan Neural Networks for Motoric Control: Minho Lee, Kyungpook National University, Korea VIII Organization Neural Networks for Pattern Recognition: Paul Pang, Auckland University of Technology, New Zealand Neural Networks for Robotics: Richard Duro, University of A Corun˜a, Spain Neuromorphic Hardware: Leslie S. Smith, University of Stirling, UK Embedded Neural Networks: Andreas Koenig, University of Kaiserslautern, Germany Neural Network-Based Semantic Web, Data Mining and Knowledge Discovery: Irwin King, The Chinese University of Hong Kong, Hong Kong Computational Intelligence: Wlodzislaw Duch, Nicolaus Copernicus University, Poland Bioinformatics: Sung-Bae Cho, Yonsei University, Korea Neural Paradigms for Real-World Networks: Tom Gedeon, The Australian National University, Australia Quantum Neural Networks: Mika Hirvensalo, University of Turku, Finland Neural Network Implementation in Hardware and Software: George Coghill, Auckland University of Technology, New Zealand Biologically Inspired Neural Networks: Nik Kasabov,Auckland University of Technology, New Zealand International Technical Committee Abbass, Hussein Coghill, George Hayashi, Hatsuo Abe, Shigeo Cohen, Avis Hikawa, Hiroomi Aihara, Takeshi Dauwels, Justin Hirvensalo, Mika Alippi, Cesare de Lope, Javier Honkela, Antti Ando, Ruo de Souto, Marcilio Horio, Keiichi Andras, Peter Dorronsoro,Jose Huang, Kaizhu Asoh, Hideki Dourado, Antonio Ikeda, Kazushi Ban, Tao Duch, Wlodzislaw Inoue, Daisuke Bapi, Raju Duro, Richard Ishida, Fumihiko Barczak, Andre Elizondo, David Iwata, Kazunori Luis Chautard Erdi, Peter Iwata, Akira Barros,Allan Kardec Fukumura, Naohiro Kadone, Hideki Becerra Permuy, Fung, Wai-keung Kanoh, Shin’ichiro Jos´e Antonio Furukawa, Tetsuo Kasabov, Nikola Behera, Laxmidhar fyfe, colin Kim, Kyung-Joong Behrman, Elizabeth Garcez, Artur Kimura, Shuhei Beliczynski, Bartlomiej Gedeon, Tom King, Irwin Carvalho, Andre Grana, Manuel Kitajima, Tatsuo C.P.L.F. de Gruen, Sonja Koenig, Andreas Chang, Jyh-Yeong Guo, Shanqing Koeppen, Mario Cho, Sung-Bae Hagiwara,Katusyuki Kondo, Toshiyuki Choi, Seungjin Hammer, Barbara Kurita, Takio Chung, I-Fang Hartono, Pitoyo Kurogi, Shuichi Cichocki, Andrzej Hayashi, Akira Lai, Weng Kin Organization IX Lee, Minho Pang, Paul Takenouchi, Takashi Lendasse, Amaury Patel, Leena Tambouratzis, Tatiana Lim, CP Peters, Jan Tanaka, Yoshiyuki Liu, Ju Phillips, Steven Tang, Ke Liu, Shih-Chii Rajapakse, Jagath Tateno, Katsumi Lu, Bao-Liang Reyes, Napoleon van Schaik, Andre Ludermir, Teresa Ribeiro, Bernardete Villa, Alessandro Mandziuk, Jacek Rueckert, Ulrich Villaverde, Ivan Matsui, Nobuyuki Sakai, Ko Wada, Yasuhiro Mayr, Christian Sato, Shigeo Wagatsuma, Hiroaki McKay, Bob Sato, Naoyuki Watanabe, Keigo Meier, Karlheinz Schemmel, Johannes Watanabe, Kazuho Mimura, Kazushi Setiono, Rudy Watts, Michael Miyamoto, Hiroyuki Shibata, Tomohiro Wu, Jianhua Molter, Colin Shimazaki, Hideaki Xiao, Qinghan Morie, Takashi Shouno, Hayaru Yamaguchi, Nobuhiko Morita, Kenji Silva, Catarina Yamauchi, Koichiro Nakajima, Koji Small, Michael Yi, Zhang Nakauchi, Shigeki Smith, Leslie S. Yoshimoto, Junichiro Nguyen-Tuong, Duy Spaanenburg, Lambert Zhang, Zonghua Nishii, Jun Stafylopatis, Andreas Zhang, Liming Nishikawa, Ikuko Suematsu, Nobuo Zhang, Liqing Ohnishi, Noboru Suh, Il Hong Zhang, Byoung-Tak Omori, Toshiaki Sum, John Ozawa,Seiichi Suykens, Johan Additional Referees Pong Meau Yeong, Hua Nong Ting, Sim Kok Swee, Yap Keem Siah, Shahrel AzminSuandi,TomasHenriqueBodeMaul,NorAshidiMatIsa,HaidiIbrahim, TanShing Chiang,DhaneshRamachandRam,MohdFadzliMohdSalleh,Khoo Bee Ee Sponsoring Institutions Asia Pacific Neural Network Assembly (APNNA) International Neural Network Society (INNS) IEEE Computational Intelligence Society Japanese Neural Network Society (JNNS) European Neural Network Society (ENNS) Knowledge Engineering and Discovery Research Institute (KEDRI) Auckland University of Technology (AUT) Toyota USA Auckland Sky City School of Computing and Mathematical Sciences at the Auckland University of Technology INNS NNN 2008 Organization INNS NNN 2008 was organized by the Knowledge Engineering and Discovery Research Institute (KEDRI) of the Auckland University of Technology (AUT). Conference Committee General Chair Juyang Weng ProgramChair Nikola Kasabov ProgramCo-chairs Mario Koeppen, John Weng, Lubica Benuskova Local Organizing Chair Joyce DMello Technical Support Chair Peter Hwang Publishing Committee Stefan Schliebs, Kshitij Dhoble, Raphael Hu Symposium 1 Co-chairs Juyang Weng, Jeffrey L. Krichmar, Hiroaki Wagatsuma Symposium 2 Co-chairs Lubica Benuskova, Alessandro E.P. Villa, Nikola Kasabov Program Committee Alessandro E.P. Villa Juyang Weng Anil Seth Kazuhiko Kawamura wCharles Unsworth Lubica Benuskova Chris Trengove Michael Defoin Platel Cliff Abraham Michal Cernansky Danil Prokhorov Ming Xie Frederic Kaplan Peter Jedlicka Hiroaki Wagatsuma Rick Granger Igor Farkas Rolf Pfeifer James Wright Roman Rosipal Jason Fleischer Xiangyang Xue Jeffrey L. Krichmar Zhengyou Zhang Jiri Sima Reviewers Danil Prokhorov Kaz Kawamura Ming Xie Juyang Weng Frederic Kaplan Lubica Benuskova Hiroaki Wagatsuma Igor Farkas XII Organization Chris Trengove Xiangyang Xue Charles Unsworth Wickliffe Abraham Roman Rosipal James Wright Jiri Sima Zhengyou Zhang Alessandro Villa Anil Seth Peter Jedlicka Jason Fleischer Michal Cernansky Nikola Kasabov Michael Defoin-Platel Sponsoring Institutions Auckland University of Technology (AUT) Asia Pacific Neural Network Assembly (APPNA) International Neural Network Society (INNS) Knowledge Engineering and Discovery Research Institute (KEDRI) IEEE Computational Intelligence Society
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