Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I

802 Pages·2010·14.41 MB·English

by  Giglia Gómez-Villouta

Lecture Notes in Artificial Intelligence 6096
EditedbyR.Goebel,J.Siekmann,andW.Wahlster
Subseries of Lecture Notes in Computer Science
Nicolás García-Pedrajas
Francisco Herrera Colin Fyfe
José Manuel Benítez Moonis Ali (Eds.)
Trends in Applied
Intelligent Systems
23rd International Conference
on Industrial Engineering and OtherApplications
ofApplied Intelligent Systems, IEA/AIE 2010
Cordoba, Spain, June 1-4, 2010
Proceedings, Part I
1 3
SeriesEditors
RandyGoebel,UniversityofAlberta,Edmonton,Canada
JörgSiekmann,UniversityofSaarland,Saarbrücken,Germany
WolfgangWahlster,DFKIandUniversityofSaarland,Saarbrücken,Germany
VolumeEditors
NicolásGarcía-Pedrajas
UniversityofCordoba,Dept.ofComputingandNumericalAnalysis
CampusUniversitariodeRabanales,EinsteinBuilding,14071Cordoba,Spain
E-mail:[email protected]
FranciscoHerrera
JoséManuelBenítez
UniversityofGranada,Dept.ofComputerScienceandArtificialIntelligence
ETSdeIngenieriasInformáticaydeTelecomunicación,18071Granada,Spain
E-mail:{herrera,j.m.benitez}@decsai.ugr.es
ColinFyfe
UniversityoftheWestofScotland,SchoolofComputing
Paisley,PA12BE,UK
E-mail:[email protected]
MoonisAli
TexasStateUniversity-SanMarcos,DepartmentofComputerScience
601UniversityDrive,SanMarcos,TX78666-4616,USA
E-mail:[email protected]
LibraryofCongressControlNumber:2010926289
CRSubjectClassification(1998):I.2,H.3,F.1,H.4,I.4,I.5
LNCSSublibrary:SL7–ArtificialIntelligence
ISSN 0302-9743
ISBN-10 3-642-13021-6SpringerBerlinHeidelbergNewYork
ISBN-13 978-3-642-13021-2SpringerBerlinHeidelbergNewYork
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Preface
Theneedforintelligentsystemstechnologyinsolvingreal-lifeproblemshasbeen
consistently growing.In order to address this need, researchersin the field have
been developingmethodologiesandtools to developintelligentsystems for solv-
ing complex problems. The International Society of Applied Intelligence (ISAI)
through its annual IEA/AIE conferences provides a forum for international sci-
entific and industrialcommunity in the field of Applied ArtificialIntelligence to
interactively participate in developing intelligent systems, which are needed to
solve twenty first century’s ever growing problems in almost every field.
The23rdInternationalConferenceonIndustrial,EngineeringandOtherAp-
plications of Applied Intelligence Systems (IEA/AIE-2010) held in Co´rdoba,
Spain,followedIEA/AIEtraditionofprovidinganinternationalscientificforum
for researchers in the field of applied artificial intelligence. The presentations of
theinvitedspeakersandauthorsmainlyfocusedondevelopingandstudyingnew
methods to cope with the problems posed by real-life applications of artificial
intelligence.Paperspresentedinthetwentythirdconferenceintheseriescovered
theoriesas wellas applications ofintelligent systems insolving complex real-life
problems.
We received 297 papers for the main track, selecting 119 of them with the
highest quality standards. Each paper was revised by at least three members of
the ProgramCommittee.The papersinthe proceedingscovera wide number of
topics including: applications to robotics, business and financial markets,bioin-
formaticsandbiomedicine,applicationsofagent-basedsystems,computervision,
control,simulationandmodeling,data mining,decisionsupportsystems,evolu-
tionary computation and its applications, fuzzy systems and their applications,
heuristic optimization methods and swarm intelligence, intelligent agent-based
systems,internetapplications,knowledgemanagementandknowledgebasedsys-
tems, machine learning,neuralnetworkapplications,optimizationandheuristic
search, and other real-life applications.
The main track was complemented with 13 special sessions whose topics
included softcomputing in informationaccesssystems onthe web,data prepro-
cessing in data mining, engineering knowledge and semantic systems, applied
intelligent systems for future classrooms, soft computing methods for environ-
mentalandindustrialapplications,softcomputingincomputervisionandimage
processing,distributedproblemsolvingwithartificialintelligencetechniques,en-
semble learning, interactive and cognitive environments, context information in
intelligent systems, data analysis, optimization and visualization for bioinfor-
matics and neuroscience, industrial applications of data mining and semantic
and linguistic visual information.
Together, these papers highlight new trends and frontiers of applied artifi-
cial intelligence and show how new research could lead to new and innovative
VI Preface
applications. They also show that new trends are appearing to cope with the
increasingly difficult new challenges that are faced by artificial intelligence. We
hope you will find them interesting and useful for your own research.
Theconferencealsoinvitedfiveoutstandingscholarstogiveplenarykeynotes
speeches. They were Nitesh Chawla, from the University of Notre Dame, USA,
O´scar Cordo´n from the European Center for Soft Computing, Spain, Ludmila
Kuncheva,fromtheUniversityofBangor,UK,Jos´eLuisVerdegay,fromtheUni-
versity of Granada,Spain, and Pierre Rouz`e, from Ghent University,Belgium.
We would like to express our thanks to the members of the Program Com-
mitteeandallthereviewersofthespecialsessionsfortheirhardwork.Thiswork
is central to the success of any conference.
The conference was organized by the ResearchGroup on Computational In-
telligence and Bioinformatics of the University of Co´rdoba jointly with the Soft
Computing and Intelligent Information Systems Research Group of the Uni-
versity of Granada in cooperation with the International Society of Applied
Intelligence (ISAI).
We would like to thank all members of the organization for their unselfish
efforts to make the conference a success. We also would like to thank the Uni-
versity of Co´rdoba and its Polytechnic School for their support. We would like
to thank Springerfor their help in publishing the proceedings.We wouldlike to
thank our main sponsors, ISAI, as well as our other sponsors: Association for
the Advancement of Artificial Intelligence (AAAI), Association for Computing
Machinery (ACM/SIGART), Canadian Artificial Intelligence Association (CA-
IAC),EuropeanNeuralNetworkSociety(ENNS),InternationalNeuralNetwork
Society (INNS), Japanese Society for Artificial Intelligence (JSAI), Taiwanese
Association for Artificial Intelligence (TAAI), Taiwanese Association for Con-
sumer Electronics (TACE), and Texas State University-San Marcos.
We would like to thank the invited speakers for their interesting and infor-
mative talks of a world-class standard. We cordially thank all authors for their
valuable contributions as well as the other participants in this conference. The
conference would not have been possible without their support.
Thanks are also due to the many experts who contributed to making the
event a success.
March 2009 Nicola´s Garc´ıa-Pedrajas
Francisco Herrera
Colin Fyfe
Jos´e Manuel Ben´ıtez
Moonis Ali
Conference Organization
General Chair
Moonis Ali Texas State University, San Marcos, Texas,
USA
Program Chairs
Colin Fyfe University of the West of Scotland, UK
Nicola´s Garc´ıa-Pedrajas University of Co´rdoba, Spain
Francisco Herrera University of Granada, Spain
Local Organizing Chair
C´esar Garc´ıa-Osorio University of Burgos, Spain
Special Session Chairs
Jos´e Manuel Ben´ıtez University of Granada, Spain
Evelio Gonza´lez-Gonz´alez University of La Laguna, Spain
Publicity Chair
Rafael Alcal´a University of Granada, Spain
Organizing Committee
Cecilio Angulo-Bah´on Technical University of Catalonia
Bonifacio Castan˜o-Martin University of Alcala´
Antonio Ferna´ndez-Caballero University of Castilla-La Mancha
Rafael del Castillo-Gomariz University of Co´rdoba
Gonzalo Cerruela-Garc´ıa University of Co´rdoba
Salvador Garc´ıa University of Ja´en
C´esar Garc´ıa-Osorio University of Burgos, Spain
Aida de Haro-Garc´ıa University of Co´rdoba
Domingo Ortiz-Boyer University of Co´rdoba
Jesu´s Maudes-Raedo University of Burgos
Carlos Pardo-Aguilar University of Burgos
Javier P´erez-Rodr´ıguez University of Co´rdoba
Juan Antonio Romero
del Castillo University of Co´rdoba
Miguel A´ngel Salido Technical University of Valencia
VIII Conference Organization
Special Sessions
1. Soft Computing in Information Access Systems on the Web
Enrique Herrera-Viedma,Antonio G. Lo´pez-Herrera, Eduardo Peis and
Carlos Porcel
2. Data Preprocessing in Data Mining
Jose A. G´amez and Jos´e M. Puerta
3. Engineering Knowledge and Semantic Systems (IWEKSS)
Jason J. Jung and Dariusz Kro´l
4. Applied Intelligent Systems for Future Classroom
Jia-Ling Koh
5. Soft-Computing Methods for Environmental and Industrial Applications
Juan M. Corchado, Emilio S. Corchado and Dante I. Tapia
6. Soft Computing in Computer Vision/Image Processing
Edurne Barrenechea,Humberto Bustince, Pedro Couto and
Pedro Melo-Pinto
7. Distributed Problem Solving with Artificial Intelligence Techniques
Miguel A´. Salido and Adriana Giret
8. Ensemble Learning: Methods and Applications
Juan J. Rodr´ıguez and C´esar Garc´ıa-Osorio
9. Interactive and Cognitive Environments
Cecilio Angulo and Juan Antonio-Ortega
10. Context Information in Intelligent Systems
Jos´e Manuel Molina Lo´pez and Miguel A´ngel Patricio
11. New Frontiers in Data Analysis, Optimization and Visualization for
Bioinfomatics and Neuroscience
Fazel Famili, Jos´e M. Pen˜a, V´ıctor Robles and A´ngel Mercha´n
12. IndustrialApplicationsofData Mining:New ParadigmsforNew Challenges
C`esar Ferri Ram´ırez, Jos´e Hern´andez Orallo and Mar´ıa Jos´e Ram´ırez
Quintana
13. Semantic and Linguistic Visual Information: Applications
Jesu´s Chamorro-Mart´ınezand Daniel Sa´nchez
Invited Speakers
Nitesh Chawla University of Notre Dame, USA
O´scar Cordo´n European Center for Soft Computing, Spain
Ludmila Kuncheva University of Bangor, UK
Jos´e Luis Verdegay University of Granada, Spain
Pierre Rouz`e Ghent University, Belgium
Conference Organization IX
Program Committee
Acosta S´anchez, L., Spain Dreyfus, G., France
Aguilar, J., Spain Esposito, F., Italy
Ajith, A., Norway Fatima, S., UK
Alba, E., Spain Ferna´ndez, F., Spain
Bae, Y., South Korea Ferri, F., Spain
Bahamonde, A., Spain Ferri, C., Spain
Becerra-Alonso,D., Spain Ga´mez, J. A., Spain
Barbakh, W., Palestine Garc´ıa, S., Spain
Belli, F., Germany Gira´ldez, R., Spain
Bello, R., Cuba Girolami, M., UK
Benavides Cu´ellar, C., Spain Gomide, F., Brazil
Bernado´-Mansilla,E., Spain Guesgen, H. W., New Zealand
Borzemski, L., Poland Guti´errez, P. A., Spain
Bosse, T., The Netherlands Hagras, H., UK
Br´ezillon, P., France Hendtlass, T., Australia
Bugar´ın,A. J., Spain Herrera-Viedma, E., Spain
Bull, L., UK Hirota, K., Japan
Bustince, H., Spain Hong, T.-P., Taiwan
Caballero, Y., Cuba Hoogendoorn, M., The Netherlands
Carse, B., UK Huang, Y.-P., Taiwan
Carvalho, J. P. B., Portugal Hu¨llermeier, E., Germany
Casillas, J., Spain Hung, Ch.-Ch., USA
Castillo, O`., Mexico Hwang, G.-J., Taiwan
Chan, C. W., Hong Kong Ishibuchi, H., Japan
Chan, Ch.-Ch., USA Ito, T., Japan
Chang, Ch.-I., USA Jacquenet, F., France
Charles, D., UK Kinoshita, T., Japan
Chen, Sh.-M., Taiwan Klawonn, F., Germany
Chien, B.-Ch., Taiwan Kumar, A. N., USA
Chou, J.-H., Taiwan Kumova, B.´I., Turkey
Chung, P. W. H., UK Larran˜aga,P., Spain
Coelho, A. L. V., Brazil Lee, Sh.-J., Taiwan
Corchado,E., Spain Lin, T. Y., USA
Corchado,J. M., Spain Llanes, O., Cuba
Cordo´n, O´., Spain Loia, V., Italy
Cornelis, C., Belgium L´opez Iba´n˜ez, B., Spain
Cotta, C., Spain Lozano, J. A., Spain
Da Costa, J. M., Portugal Lozano, M., Spain
Dapoigny, R., France Ludermir, T. B., Brazil
De Baets, B., Belgium Madani, K., France
De Carvalho, A., Brazil Mahanti, P., Canada
De Melo, P. J., Portugal Mansour, N., Lebanon
Del Jesu´s, M. J., Spain Marcelloni, F., Italy
X Conference Organization
Marichal Plasencia, N., Spain Sadok, D. F. H., Brazil
Mart´ınez, L., Spain Sainz-Palmero,G., Spain
Matthews, M. M., USA Sa´nchez, D., Spain
Mehrotra, K. G., USA Sa´nchez-Marr´e,M., Spain
Mel´endez, J., Spain Schetinin, V., UK
Mizoguchi, R., Japan Selim, H., Turkey
Molina, J. M., Spain Shpitalni, M., Israel
Monostori, L., Hungary Soomro, S., Austria
Murphey, Y. L., USA Stu¨tzle, T., Germany
Nedjah, N., Brazil Sun, J., UK
Nguyen, N. T., Poland Suzuki, K., Japan
Ohsawa,Y., Japan Tamir, D., USA
Okuno, H. G, Japan Tan, A.-H., Singapore
Olivas, J. A´., Spain Tereshko, V., UK
Pan, J.-Sh., Taiwan Thulasiram, R. K., Canada
Pedrycz, W., Canada Tseng, L.-Y., Taiwan
Pelta, D., Spain Tseng, V. SH.-M., Taiwan
Pen˜a, J. M., Spain Valente de Oliveira,J., Portugal
Peregr´ın,A., Spain Valtorta, M., USA
Pereira de Souto, M. C., Brazil Vancza, J., Hungary
Prade, H., France Viharos, Z. J., Hungary
R-Moreno, M. D., Spain Wang, L., Singapore
Raj Mohan, M., India Yang, Ch., Canada
Ramaswamy, S., USA Yang, D.-L., Taiwan
Rayward-Smith, V. J., UK Yang, Y., China
Rivera, A. J., Spain Yin, H., UK
Rodr´ıguez, J. J., Spain Zhang, Q., UK
Rojas, I., Spain
Romero Zaliz, R., Spain
Special Session Reviewers
Adeodato, P. Berlanga, A. Cavallaro, A.
Alonso, C. Bermejo, P. Chang, C.
Alonso, J. Bielza, C. Chen, B.
Alonso, R.S. Bostr¨om, H. Chen, L.
Alonso, S. Bustamante, A. Chiang, C.
A´lvarez, L. Cabestany, J. Cilla, R.
Anguita, D. Cabrerizo, F. Corral, G.
Aranda-Corral,G. A. Cao, L. Costa, J. A.
Argente, E. Carrasco,R. Damas, S.
Arroyo Castillo, A´. Carrascosa,C. De Bra, P.
Bajo, J. Casacuberta, F. De la Cal, E.
Barber, F. Castanedo, F. De la Ossa, L.
Baruque, B. Catala, A. De Paz, J. F.