Advanced Research in Applied Artificial Intelligence: 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Dalian, China, June 9-12, 2012. Proceedings

846 Pages·2012·29.116 MB·English

by  Qing He, Ye Duan, Danyang Zhang (auth.), He Jiang, Wei Ding, Moonis Ali, Xindong Wu (eds.)

Lecture Notes in Artificial Intelligence 7345
Subseries of Lecture Notes in Computer Science
LNAISeriesEditors
RandyGoebel
UniversityofAlberta,Edmonton,Canada
YuzuruTanaka
HokkaidoUniversity,Sapporo,Japan
WolfgangWahlster
DFKIandSaarlandUniversity,Saarbrücken,Germany
LNAIFoundingSeriesEditor
JoergSiekmann
DFKIandSaarlandUniversity,Saarbrücken,Germany
He Jiang Wei Ding Moonis Ali
Xindong Wu (Eds.)
Advanced Research
in Applied Artificial
Intelligence
25th International Conference
onIndustrialEngineeringandOtherApplications
of Applied Intelligent Systems, IEA/AIE 2012
Dalian, China, June 9-12, 2012
Proceedings
1 3
SeriesEditors
RandyGoebel,UniversityofAlberta,Edmonton,Canada
JörgSiekmann,UniversityofSaarland,Saarbrücken,Germany
WolfgangWahlster,DFKIandUniversityofSaarland,Saarbrücken,Germany
VolumeEditors
HeJiang
DalianUniversityofTechnology
Dalian,China
E-mail:[email protected]
WeiDing
UniversityofMassachusettsBoston
Boston,MA,USA
E-mail:[email protected]
MoonisAli
TexasStateUniversity–SanMarcos
SanMarcos,TX,USA
E-mail:[email protected]
XindongWu
UniversityofVermont
Burlington,VT,USA
E-mail:[email protected]
ISSN0302-9743 e-ISSN1611-3349
ISBN978-3-642-31086-7 e-ISBN978-3-642-31087-4
DOI10.1007/978-3-642-31087-4
SpringerHeidelbergDordrechtLondonNewYork
LibraryofCongressControlNumber:2012939335
CRSubjectClassification(1998):I.2,H.3-4,F.1-2,C.2,I.4-5,H.2.8
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
Thelastfewyearshavewitnessedgreatadvancesinappliedartificialintelligence
to solve real-life problems. To achieve this accomplishment, researchers have
devotedsignificanteffortsinvariousfields,fromtheoreticalanalysistoindustrial
practice.
The InternationalConferenceonIndustrial,EngineeringandOther Applica-
tions of Applied Intelligent Systems (IEA/AIE), sponsoredby the International
Society of Applied Intelligence (ISAI), concentrates on artificial intelligence, as
well as its applications to complex problem solving. The conference is held an-
nually, and has become an important international event in the field of applied
intelligence, where researchers and industrial communities communicate with
eachother andpromote the developmentofadvancedresearchin artificialintel-
ligence.The 25thIEA/AIE conference was held in Dalian,China, in June 2012.
Followingtheconferencetradition,IEA/AIE-2012providedaninternationalsci-
entific forum for researchers in various fields of applied intelligence.
We received 198 papers from all over the world and selected 82 papers for
publicationinthis volumeofLNCSproceedings.Eachpaperwasreviewedbyat
leasttwoanonymousrefereestoassurequality.Wewouldliketotakethisoppor-
tunitytothanktheProgramCommitteemembersaswellasallthereviewersfor
their efforts, which guarantee the high quality of the papers in the proceedings.
The selected papers cover theoretical approaches and applications of intelligent
systems from various fields of artificial intelligence.
The papers were presented at the IEA/AIE-2012 conference in several reg-
ular as well as 11 special sessions. The topics of the papers in the proceedings
include data mining, combinatorial optimization and evolutionary algorithms,
AI methods and applications, machine learning, agent-based systems, pattern
recognition, cognitive computing, decision-making techniques, mission-critical
applications, intelligent systems in healthcare,sentiment analysis for Asian lan-
guages,social networkand its applications, aspects on cognitive computing and
intelligentinteraction,knowledge-basedsystems,dataminingandcomputational
intelligence for digital forensics and information assurance, mission-critical ap-
plications and case studies of intelligent systems, natural language processing
andits applications,spatio-temporaldata mining,structuredlearning andtheir
applications, modeling and support of cognitive and affective human processes,
and cyber-physical systems for intelligent transportation applications.
The papers in these proceedings highlight the advanced research of applied
artificialintelligence andshowthe potentialdirectionsofnovelapplications.We
hope that you will find the papers interesting and obtain inspiration for your
research.
Theconferencealsoinvitedthreeoutstandingscholarstogiveplenarykeynote
speeches. They were Fei-Yue Wang, from the Chinese Academy of Sciences,
VI Preface
China, Jong Kim, from Pohang University of Science and Technology, South
Korea, and Atul Prakash, from the University of Michigan, USA.
In addition to the ISAI and School of Software, Dalian University of Tech-
nology, the main sponsors of the conference, our special thanks are due to the
Association for the Advancement of Artificial Intelligence (AAAI), Association
forComputingMachinery(ACM/SIGART,SIGKDD),AustrianAssociationfor
Artificial Intelligence (OeGAI), Catalan Association for Artificial Intelligence
(ACIA), Chinese Association of Artificial Intelligence (CAAI), Dalian Univer-
sity of Technology (DUT), EuropeanNeural Network Society (ENNS), Interna-
tionalNeuralNetworkSociety(INNS),ItalianArtificialIntelligenceAssociation
(AI*IA), Japanese Society for Artificial Intelligence (JSAI), Lithuanian Com-
puter Society–ArtificialIntelligence Section(LIKS-AIS), SlovenianArtificialIn-
telligence Society (SLAIS), Spanish Society for Artificial Intelligence (AEPIA),
Taiwanese Associationfor Artificial Intelligence (TAAI), Taiwanese Association
for Consumer Electronics (TACE), and Texas State University-San Marcos.
We wish to thank the members of the Programand Organizing Committees
for their hard work, especially those who played essential roles: Mingchu Li
(Organizing Chair), Wei Ding (Special Session Chair) and the organizers of the
special sessions: Amitava Das, Catholijn M. Jonker, Chengcui Zhang, Chi-Yo
Huang,Dan Simovici, Hamido Fujita, HishamAl-Mubaid, Hong Liu, Honggang
Wang,HyukCho,JanTreur,JieLiu,LeiChen,LiangliangCao,LingFeng,Mark
Hoogendoorn,MingjianTang,Ping Chen, QingzhongLiu,Tomasz F.Stepinski,
Wayne Murray, Wei Ding, Yuanchang Xie, and Zhenggang Wang. We would
like to thank the keynote speakers for their inspiring and informative talks.
We gratefully thank the authors for their valuable contributions and the other
participants of the conference. The conference would not have been possible
without their support.
April 2012 He Jiang
Wei Ding
Moonis Ali
Xindong Wu
Organization
Chairs
General Chairs
Moonis Ali Texas State University, San Marcos, USA
Zhongxuan Luo Dalian University of Technology, China
Xindong Wu University of Vermont, USA
Program Chairs
Nick Cercone York University, Canada
He Jiang Dalian University of Technology, China
RamamohanaraoKotagiri University of Melbourne, Australia
Organizing Chair
Mingchu Li Dalian University of Technology, China
Special Session Chair
Wei Ding University of Massachusetts Boston, USA
International Organizing Committee
Floriana Esposito, Italy Paul Chung, UK
Fevzi Belli, Germany Hans Guesgen, The Netherlands
Ah-Hwee Tan, Singapore Nicola´s Garc´ıa-Pedrajas,Spain
Shyi-Ming Chen, Taiwan Gitchang, Japan
Chang-Hwan Lee, South Korea Richard Dapoigny, France
Lakhmi Jain, Australia Anwar Althari, Malaysia
Dian-Hui Wang, Australia Gustavo Arroyo Figueroa, Mexico
Chunsheng Yang, Canada Masoud Mohammadian, Australia
Salem Benferhat, France
Local Organizing Committee
Wenjie Liu, China Zhihui Wang, China
Yan Hu, China Jifeng Xuan, China
Tie Qiu, China Zhilei Ren, China
Hong Yu, China
VIII Organization
Special Sessions
Aspects on Cognitive Computing and Intelligent Interaction
Hamido Fujita
DataMiningandComputationalIntelligenceforDigitalForensicsand
Information Assurance (DMCIDFIA)
Lei Chen, Hyuk Cho, Qingzhong Liu, and Chengcui Zhang
Data Mining and Intelligent Systems in Healthcare
Mingjian Tang and Wayne Murray
Decision-Making Techniques and Innovative Knowledge Management
Chi-Yo Huang and Hamido Fujita
Mission-Critical Applications and Case Studies of Intelligent Systems
Ling Feng
Natural Language Processing and Its Applications
Hisham Al-Mubaid and Ping Chen
Sentiment Analysis for Asian Languages
Amitava Das
Social Network and Its Applications
Zhenggang Wang and Liangliang Cao
Modeling and Support of Cognitive and Affective Human Processes
Mark Hoogendoorn, Catholijn M. Jonker, and Jan Treur
Spatio-Temporal Data Mining, Structured Learning and Their
Applications
Tomasz F. Stepinski, Dan Simovici, Wei Ding, and Jie Liu
Cyber-Physical System for Intelligent Transportation Applications
Honggang Wang, Hong Liu, and Yuanchang Xie
Invited Speakers
Fei-Yue Wang Institute of Automation, Chinese Academy of
Sciences, China
Jong Kim Pohang University of Science and Technology,
South Korea
Atul Prakash University of Michigan, USA
Program Committee
Ah-Hwee Tan, Singapore C.W. Chan, Hong Kong
Amruth Kumar, USA Chang-Hwan Lee, South Korea
Antonio Bahamonde, Spain Chien-Chung Chan, USA
Anwar Althari, Malaysia Chih-Cheng Hung, USA
Aoying Zhou, China Chunsheng Yang, Canada
Bora Kumova, Turkey Dajun Zeng, China
Organization IX
Dan Tamir, USA Maoguo Gong, China
Dianhui Wang, Australia Marco Valtorta, USA
Djamel F.H. Sadok, Brazil Mark Hoogendoorn, The Netherlands
Don-Lin Yang, Taiwan Mingchu Li, China
Dunwei Gong, China Miquel Sa`nchez-Marr`e,USA
Enhong Chen, China Nicola´s Garc´ıa-Pedrajas,Spain
Enrique Herrera-Viedma,Spain Patrick Brezillon, France
Fevzi Belli, Germany Paul Chung, UK
Floriana Esposito, Italy Prabhat Mahanti, Canada
Gerard Dreyfus, France Richard Dapoigny, France
Gitchang, Japan Ruppa Thulasiram, Canada
Gregorio Sainz-Palmero,Spain Salem Benferhat, France
Gustavo Arroyo,Mexico Shaheen Fatima, UK
Hai Jin, China Shie-Jue Lee, Taiwan
Haibin Duan, China Shyi-Ming Chen, Taiwan
Haibin Yu, China Srini Ramaswamy, USA
Hans W. Guesgen, New Zealand Takayuki Ito, Japan
Hasan Selim, Turkey Tetsuo Kinoshita, Japan
Hiroshi G. Okuno, Japan Tibor Bosse, The Netherlands
Hongwei Mo, China Tim Hendtlass, Australia
Humberto Bustince, Spain Valery Tereshko, UK
Jyh-Horng Chou, Taiwan Vic J. Rayward-Smith, UK
Kaoru Hirota, Japan Vincenzo Loia, Italy
Kazuhiko Suzuki, Japan Walter Potter, USA
Ke Tang, China Wei Ding, USA
Kishan Mehrotra, USA Xingquan Zhu, Australia
Leszek Borzemski, Poland Yo-Ping Huang, Taiwan
Licheng Jiao, China Youngchul Bae, South Korea
Lin-Yu Tseng, Taiwan Yu-Bin Yang, China
Maciej Grzenda, Poland Zhi-Hua Zhou, China
Manton Matthews, USA Zsolt Janos Viharos, Hungary
Special Session Reviewers
Alexandra Balahur, Spain Erik Cambria, Singapore
Alison Sutinen, Australia Eugene Ko, Taiwan
Allan Wong, Hong Kong Feng Hong, China
Bernardete Ribeiro, Portugal Fiemke Both, The Netherlands
Bipin Indurkhya, India Fuji Ren, Japan
Bjo¨rn Gamba¨ck, Norway Haiquan Chen, USA
Catherine Havasi, USA Henry Lo, USA
Choochart Haruechaiyasak,Thailand Hiroya Takamura, Japan
Dawei Wang, USA Hung-Yu Kao, Taiwan
Dipankar Das, India Jane You, Hong Kong
Eduard Hovy, USA Jifeng Xuan, China
X Organization
Juan Ortega, Spain Roberto Revetria, Italy
Jun Hakura, Japan Rosanne Vetro, USA
Jun Sasaki, Japan Shengli Fu, USA
Kun Hua, USA Sivaji Bandyopadhyay,India
Lee Nung Kion, Malaysia Sumudu Mendis, Australia
Lei Zhang, USA Swapna Somasundaran, USA
Luis Soriamorillo, Spain Tangjian Deng, China
Manabu Okumura, Japan Virginia Dignum, The Netherlands
Masaki Kurematsu, Japan Xi Li, USA
Matthijs Pontier, The Netherlands Xiaodan Zhuang, USA
Mengyu Qiao, USA Xiaojun Ruan, USA
Michael Tu, USA Xin Jin, USA
Ming Yang, USA Xinfa Hu, USA
Minqing Hu, USA Yan Chen, China
Muaz Niazi, UK Yiming Ji, USA
Narasimha Shashidhar, USA Yin Shan, Australia
Natalie van der Wal, The Netherlands Yingsong Hu, Australia
Niek Wijngaards, The Netherlands Yintao Yu, USA
Noriko Kando, Japan Yutaka Watanobe, Japan
Paolo Rosso, Spain Zheng Zeng, USA
Peter-Paulvan Maanen, Zhijun Yin, USA
The Netherlands Zhilei Ren, China
Ram Basnet, USA
Additional Reviewers
Arlette van Wissen, The Netherlands Nicola Di Mauro, Italy
Caihua Liu, China Pascal Cuxac, France
Charlotte Gerritsen, The Netherlands Pingpeng Yuan, China
Chia-Han Yang, Taiwan Ran Zheng, China
Chia-Li Lin, Taiwan Shu-Kung Hu, Taiwan
Claudia d’Amato, Italy Song Gao, USA
Francisco Rente, Portugal Wenbin Jiang, China
Gabriele Modena, The Netherlands Xiangjuan Yao, China
Guillermo Alonso, USA Yang Mu, USA
Hueilin Chen, Taiwan Yao-Huei Huang, Taiwan
Ike Azogu, USA Yenchu Chen, Taiwan
Jeroen de Man, The Netherlands Yilin Kang, Singapore
Jing Sun, China Ying-Hsun Hung, Taiwan
Kui Yu, USA Yixin Lu, The Netherlands
Miao Xu, China Yong Zhang, China
Michele Nappi, Italy Zhibin Yu, China
Nataliya Mogles, The Netherlands Zhonghang Xia, USA