Multiagent systems and self-organizative virtual organizations, a step ahead in adaptive MAS

i Proceedings of the 2011 11th International Conference on Intelligent Systems Design and Applications 22 – 24 November 2011 Córdoba, Spain Sebastián Ventura, University of Córdoba, Spain Ajith Abraham, Machine Intelligence Research (MIR) Labs, USA Krzysztof Cios, Virginia Commonwealth University, USA Cristóbal Romero, University of Córdoba, Spain Francesco Marcelloni, University of Pisa, Italy José Manuel Benítez, University of Granada, Spain Eva Gibaja, University of Córdoba, Spain IEEE Catalog Number: CFP11394-CDR ISBN: 978-1-4577-1675-1 Technical support & inquiries Research Publishing Services t:+65-6492 1137; f:+65-6747 4355; e:[email protected] Copyright and Reprint Permission: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Operations Center, 445 Hoes Lane, Piscataway, NJ 08854. All rights reserved. Copyright © 2011 by IEEE. ii Welcome from the General Chairs Welcome to the 11 th International Conference on Intelligent Systems Design and Applications (ISDA’11) that this year takes place in Cordoba, November 22-24. Cordoba is located in the region of Andalusia, in southern Spain, with more than two thousand years of history. Its old town contains numerous reminders of when it was the capital of Hispania Ulterior during the time of the Roman Republic and the capital of Hispania Baetica during the Roman Empire. Cordoba was also during the 10-11th centuries the capital of the Islamic Caliphate of Cordoba that included most of the Iberian Peninsula. In these times Cordoba was the most populous city in the world and the intellectual center of Europe. Today it is a medium size city with a population of about 350,000 that mantains an enormous cultural and monumental patromony as heritage of their ancestors. The University of Cordoba is witness to this entire cultural heritage, while the passion for knowledge, respect, universal projection and harmony among civilizations make the city that houses our institution a paradigm for humanity. This equilibrium and harmony is reflected in the three broad areas in which the UCO undertakes its activities: the Agricultural and Food Sciences, Science and Technology; Humanities and Legal and Social Sciences and the Health Sciences; each with its own special characteristics. This balance is also manifested in quality teaching and research, situating it among the top academic institutions in Spain. ISDA’11 is organized and sponsored by the Machine Intelligence Research Labs (MIR Labs), the University of Cordoba (Spain), and the Ministry of Science and Innovation of Spain. Technically it is sponsored by the IEEE Systems, Man and Cybernetics Society; the IEEE (Spain Section); the IEEE Systems, Man and Cybernetics Society (Spanish Chapter); International Fuzzy Systems Association (IFSA); European Neural Networks Society (ENNS); the European Society of Fuzzy Logic and Technology (EUFLAT); the World Federation of Soft Computing (WFSC) and Technically Supported by the IEEE Systems, Man and Cybernetics Society Technical Committees on Soft Computing and Granular Computing. ISDA’11 brings together researchers, engineers, developers and practitioners from academia and industry working in all interdisciplinary areas of intelligent systems and system engineering to share their experiences, and to exchange and cross-fertilize their ideas. The aim of ISDA’11 is to serve as a forum for the dissemination of state-ofthe-art research and development of intelligent systems, intelligent technologies, and applications. This year we received 394 papers, from 51 countries, of which 237 have been accepted. All submissions were reviewed by three reviewers, with no distinction between papers submitted for special sessions, workshops, or as regular papers. We are convinced that the quality and diversity of the topics covered will satisfy both the attendees and readers of the conference proceedings. We are pleased to announce these outstanding plenary speakers: • Prof. Bernard De Baets, Ghent University, Belgium • Prof. Bart Goethals, University of Antwerp, Belgium • Prof. Vojislav Kecman, Virginia Commonwealth University, U.S.A. • Prof. Osmar R. Zaïane, University of Alberta, Canada • Prof. Zhi-Hua Zhou, Nanjing University, China We express our sincere thanks to the Programme Chairs: Profs. Jose Manuel Benitez, Francesco Marcelloni, and Cristobal Romero, for arranging the very rich technical programme. We also express our gratitude to the workshop and special session organizers, and all the program committee members who reviewed the papers and made the ISDA’11 a very successful conference. We will be welcoming you in Cordoba and hope that you will enjoy the conference programme. General Chairs Sebastian Ventura, University of Cordoba, Spain iii Ajith Abraham, Machine Intelligence Research (MIR) Labs, USA Krzysztof J. Cios, Virginia Commonwealth University, USA Organizing Committee General Co-chairs Sebastián Ventura, University of Córdoba, Spain Ajith Abraham, Machine Intelligence Research (MIR) Labs, USA Krzysztof Cios, Virginia Commonwealth University, USA Technical Program Committee (TPC) Co-chairs Cristóbal Romero, University of Córdoba, Spain Francesco Marcelloni, University of Pisa, Italy José Manuel Benítez, University of Granada, Spain Advisory Committee Ajith Abraham, Machine Intelligence Research (MIR) Labs, USA Krzysztof Cios, Virginia Commonwealth University, USA Emilio Corchado, University of Salamanca, Spain Aboul Ella Hassanien, Cairo University, Egypt Francisco Herrera, University of Granada, Spain Janusz Kacprzyk, Polish Academy of Sciences, Poland Nikola Kasabov, AUT University, New Zealand Mario Koeppen, Kyuhsu Institute of Technology, Japan Javier Montero, Complutense University of Madrid (UCM), Spain Nikhil R. Pal, Indian Statistical Institute, India Henri Prade, IRIT, France Imre J. Rudas, Óbuda University, Hungary Hideyuki Takagi, Kyushu University, Japan Sebastián Ventura, University of Córdoba, Spain International Program Committee Siby Abraham, University of Mumbai, India Giovanni Acampora, University of Salerno, Italy Nitin Agarwal, University of Arkansas at Little Rock, USA Rafael Alcalá, University of Granada, Spain Jesús Alcalá-Fdez, University of Granada, Spain Jose Alonso, European Centre for Soft Computing, Spain Michela Antonelli, Dip. Ingegneria dell’ Informazione Università di Pisa Italy, Italy José Luis Aznarte, Distance Learning University of Spain, Spain Javier Bajo, University of Salamanca, Spain Soumya Banerjee, Birla Institute of Technology, India Carlos Barranco, Pablo de Olavide University, Spain Edurne Barrenechea, Universidad Pública de Navarra, Spain Alberto Bartoli, University of Trieste, Italy Alan Barton, National Research Council Canada, Canada Rafael Bello, Universidad Central de Las Villas, Cuba Robert Berwick, MIT, USA Fernando Bobillo, University of Zaragoza, Spain Abdelhamid Bouchachia, University of Klagenfurt, Austria Alberto Bugarín, University of Santiago de Compostela, Spain Humberto Bustince, Universidad Publica de Navarra, Spain Stefano Cagnoni, University of Parma, Italy iv Cristóbal J. Carmona, University of Jaen, Spain Andre Carvalho, University of Sao Paulo, Brazil Giovanna Castellano, University of Bari, Italy Dagoberto Castellanos, University of Granada, Spain Gladys Castillo, University of Aveiro, Portugal Oscar Castillo, Tijuana Institute of Technology, Mexico Yuehui Chen, Jinan University, P.R. China Sung-Bae Cho, Yonsei University, Korea Mario Cimino, University of Pisa, Italy Marco Cococcioni, NATO Undersea Research Centre, Italy André Coelho, University of Fortaleza, Brazil Carlos Coello Coello, Cinvestav, Mexico Valentina Colla, Scuola Superiore Sant’Anna, Italy Emilio Corchado, University of Salamanca, Spain Oscar Cordon, European Centre for Soft Computing, Spain Chris Cornelis, Ghent University, Belgium Peter Cowling, University of Bradford, United Kingdom Juan-Carlos Cubero, University of Granada, Spain Kevin Curran, University of Ulster, United Kingdom Alfredo Cuzzocrea, ICAR-CNR and University of Calabria, Italy Ashraf Darwish, Egypt, Egypt Bernard De Baets, Ghent University, Belgium Martine De Cock, Ghent University, Belgium Maria Jose Del Jesus, University of Jaen, Spain Javier Del Ser, Tecnalia Research & Innovation, Spain Coral del Val, University of Granada, Spain Jitender Deogun, University of Nebraska-Lincoln, USA Félix Díaz-Hermida, University of Santiago de Compostela, Spain Federico Divina, Pablo de Olavide University, Spain Abraham Duarte, Universidad Rey Juan Carlos, Spain Pietro Ducange, University of Pisa, Italy Luka Eciolaza, European Centre for Soft Computing, Spain Wilfried Elmenreich, University of Klagenfurt, Austria Anna Fanelli, University of Bari Italy, Italy Javier Fernandez, Universidad Pública de Navarra, Spain Giacomo Fiumara, University of Messina, Italy Alexandru Floares, Oncological Institute Cluj-Napoca , Romania Jose Gamez, University of Castilla-La Mancha, Spain Xiao-Zhi Gao, Aalto University, Finland Carlos García-Alonso, ETEA, Spain José Luis García-Lapresta, Universidad de Valladolid, Spain Carlos Garcia-Martinez, University of Córdoba, Spain Jon Garibaldi, University of Nottingham, United Kingdom Razvan Ghinea, University of Granada, Spain Eva Gibaja, University of Cordoba, Spain Raul Giraldez, Pablo de Olavide University, Spain Alma Gómez, University of Vigo, Spain Juan Gomez-Romero, Universidad Carlos III de Madrid, Spain Fernando Gomide, University of Campinas, Brazil Pedro González, University of Jaen, Spain Juan C. González-Moreno, University of Vigo, Spain Crina Grosan, Norwegian University of Science and Technology, Norway Jerzy Grzymala-Busse, University of Kansas, USA Alberto Guillén, University of Granada, Spain Tauseef Gulrez, COMSATS Institue of Information Technology, Pakistan v Pedro Antonio Gutiérrez, University of Córdoba, Spain Aboul Ella Hassanien, University of Cairo, Egypt Francisco Herrera, University of Granada, Spain Luis Javier Herrera, University of Granada, Spain César Hervás-Martínez, University of Córdoba, Spain Tzung-Pei Hong, National University of Kaohsiung, Taiwan Eduardo Hruschka, University of Sao Paulo, Brazil Stephen Huang, University of Houston, USA Eyke Huellermeier, University of Marburg, Germany Richard Jensen, Aberystwyth University, United Kingdom Frank Klawonn, Ostfalia University, Germany Mario Koeppen, Kyushu Institute of Technology, Japan Vladik Kreinovich, University of Texas at El Paso, USA Pavel Kromer, VSB – Technical University of Ostrava, Czech Republic Milos Kudelka, VSB – Technical University of Ostrava, Czech Republic Yasuo Kudo, Muroran Institute of Technology, Japan Manuel Lama, Universidade de Santiago de Compostela, Spain Beatrice Lazzerini, University of Pisa, Italy Chang-Shing Lee, National University of Tainan, Taiwan Chia-Chen Lin, Providence University, Taiwan Vincenzo Loia, University of Salerno, Italy Xi Long, Amazon, USA Antonio Lopez-Herrera, Ugr, Spain Roberto Lopez-Valcarce, Universidad de Vigo, Spain Jose Lozano, University of the Basque Country, Spain Teresa Ludermir, Federal University of Pernambuco, Brazil Sabu M Thampi, Indian Institute of Information Technology and Management – Kerala, India Francisco Madrid-Cuevas, University of Córdoba, Spain Luis Magdalena, European Centre for Soft Computing, Spain Urszula Markowska-Kaczmar, Wroclaw University of Technology, Poland Pierre-Francois Marteau, Universite de Bretagne Sud, France Trevor Martin, University of Bristol, United Kingdom Francisco Martínez-Álvarez, Pablo de Olavide University, Spain Alfonso Carlos Martínez-Estudillo, INSA-ETEA, Spain Francisco Martínez-Estudillo, University of Córdoba, Spain Jan Martinovic, Technical University of Ostrava, Czech Republic Antonio Masegosa, University of Granada, Spain Rafael Medina, University of Cordoba, Spain Ernestina Menasalvas, Universidad Politecnica de Madrid, Spain Corrado Mencar, University of Bari, Italy Lahcene Mitiche, University of Djelfa, Algeria Sadaaki Miyamoto, University of Tsukuba, Japan Carlos Morell, Universidad Central Marta Abreu de Las Villas, Cuba Manuel Mucientes, University of Santiago de Compostela, Spain Azah Kamilah Muda, Universiti Teknikal Malaysia Melaka, Malaysia Rafael Muñoz, University of Cordoba, Spain Venkata Reddy Muppani, Air Liquide, India Kazumi Nakamatsu, University of Hyogo, Japan Daniel Neagu, University of Bradford, United Kingdom Roman Neruda, Institute of Computer Science, Czech Republic Yusuke Nojima, Osaka Prefecture University, Japan Francisco P. Romero, University of Castilla La Mancha, Spain Miguel Pagola, Universidad Publica de Navarra, Spain Marcin Paprzycki, IBS PAN, Poland Witold Pedrycz, University of Alberta, Canada vi David Pelta, University of Granada, Spain José Peña, Universidad Politécnica de Madrid, Spain Antonio Peregrin, University of Huelva, Spain Maria del Mar Perez, University of Granada, Spain Jose Luis Perez de la Cruz, University of Malaga, Spain Vincenzo Piuri, University of Milan, Italy Jan Platos, VSB-Technical University of Ostrava, FEECS, Czech Republic Beatriz Pontes, University of Seville, Spain Carlos Porcel, University of Jaén, Spain Petr Pošík, Czech Technical University in Prague, Czech Republic Manuel Prieto-Mendez, University of Castilla-La Mancha, Spain José Puerta, University of Castilla-La Mancha, Spain Zbigniew Ras, University of North Carolina, USA Carlos Regueiro, University of Coruña, Spain Germano Resconi, Catholic University, Italy Leonardo Reyneri, Politecnico di Torino, Italy Jose Riquelme, University of Seville, Spain Antonio Rivera, University of Jaén, Spain Francisco Javier Rodríguez Martínez, Universidade de Vigo, Spain Ignacio Rojas, University of Granada, Spain José Raúl Romero, University of Córdoba, Spain Rocio Romero-Zaliz, University of Granada, Spain Cristina Rubio-Escudero, University of Sevilla, Spain Antonio Salmerón, University of Almería, Spain Ovidio Salvetti, ISTI-CNR, Italy Daniel Sánchez, European Centre for Soft Computing, Spain Luciano Sanchez, University of Oviedo, Spain Andrea Schaerf, University of Udine, Italy Javier Sedano, Technological Institute of Castilla y Leon, Spain Giovanni Semeraro, University of Bari, Italy Jesús Serrano-Guerrero, University of Castilla La Mancha, Spain Georgios Sirakoulis, Democritus University of Thrace, Greece Luciano Stefanini, University of Urbino “Carlo Bo”, Italy Ayeley Tchangani, University Toulouse III, France Radha Thangaraj, Indian Institute of Technology Roorkee, India Alessandro Tognetti, Interdepartmental Research Center “Centro Piaggio”, University of Pisa, Italy Mercedes Torres, University of Córdoba, Spain Maria Torsello, University of Bari, Italy Alicia Troncoso, Pablo of Olavide University of Seville, Spain Ashish Umre, University of Sussex, United Kingdom José Valente de Oliveira, University of Algarve, Portugal Massimo Vecchio, University of Vigo, Spain Nele Verbiest, Ghent University, Belgium Seema Verma, University Banasthali Vidyapith, India Gregg Vesonder, AT&T Labs – Research, USA Juan Vidal, Universidade de Santiago de Compostela, Spain Enrique Viedma, University of Granada, Spain Jose Villar, Oviedo University, Spain Michael Vrahatis, University of Patras, Greece Shyue-Liang Wang, National University of Kaohsiung, Taiwan Junzo Watada, Waseda University, Japan Michal Wozniak, Wroclaw University of Technology, Poland Fatos Xhafa, Technical University of Catalonia, Spain Yanping Xiang, University of Electronic Science and Technology of China, P.R. China Enrique Yeguas, University of Cordoba, Spain vii Liu Yuzhe, University of Notre Dame, USA Amelia Zafra, University of Córdoba, Spain Jun Zhang, Waseda University, Japan Qieshi Zhang, Waseda University, Japan Huiyu Zhou, Queens’ University belfast, United Kingdom Indre Žliobaite, Bournemouth University, United Kingdom Igor Zwir, University of Granada, Spain Workshops and Special Sessions Co-chairs Jesús Alcalá-Fernández, University of Granada, Spain Manuel Mucientes, University of Santiago de Compostela, Spain Publicity Co-chairs Rafael Alcalá, University of Granada, Spain José Raúl Romero, University of Córdoba, Spain Pietro Ducange, University of Pisa, Italy A B M Shawkat Ali, Central Quuensland University, Australia Eduardo Raul Hruschka, University of São Paulo, Brazil Local Arrangement Chair Amelia Zafra, University of Córdoba, Spain Publication Chair Eva Gibaja, University of Córdoba, Spain Web Chair Pedro A. Gutiérrez, University of Córdoba, Spain viii Technical Program Tuesday, 22 November 2011 GS03 – Intelligent Agents SS24 – Third Special Session on Multiagent Systems:Consciousness and Agent Oriented Software Engineering GS01-1 – Networks and Security SS01 – Third Workshop on Computational Intelligence for Personalization in Web Content and Service Delivery (CIWP’11) SS17 – Special Session on Linguistic Data Summarization GS06-1 – Intelligent Control and Automation SS09 – Special Session on Robotics and Intelligent Systems (RIS2011) GS01-2 – Networks and Security GS11 – Visualization SS26 – Special Session on Soft-Computing for Biomedical Engineering and Applications GS13-1 – Evolutionary and Bio-inspired Algorithms GS06-2 – Intelligent Control and Automation SS02-1 – Third Special Session on Intelligent Systems for Industrial Processes GS05 – Industrial Applications GS09-1 – Classification GS07-1 – Intelligent Knowledge Management GS13-2 – Evolutionary and Bio-inspired Algorithms GS06-3 – Intelligent Control and Automation SS02-2 – Third Special Session on Intelligent Systems for Industrial Processes SS12 – Special Session on Soft Computing in Information Access Systems on the Web GS09-2 – Classification GS07-2 – Intelligent Knowledge Management GS13-3 – Evolutionary and Bio-inspired Algorithms Wednesday, 23 November 2011 GS08 – Clustering GS02 – Web Intelligence SS18 – Special Session on Bayesian Networks in Intelligent Systems Design GS19-1 – Image and Signal Processing SS11-1 – Special Session on Soft Computing in Computer Vision/Image Processing GS04-1 – Intelligent Business Systems GS18-1 – Detection and Recognition GS15-1 – Algorithm Analysis and Application SS19-1 – Special Session on Intelligent Systems in Business Decision Making GS19-2 – Image and Signal Processing SS11-2 – Special Session on Soft Computing in Computer Vision/Image Processing GS04-2 – Intelligent Business Systems GS18-2 – Detection and Recognition GS15-2 – Algorithm Analysis and Application SS19-2 – Special Session on Intelligent Systems in Business Decision Making SS13-1 – Workshop on Computational Biology ix SS11-3 – Special Session on Soft Computing in Computer Vision/Image Processing GS14 – Medical and Biological Applications GS18-3 – Detection and Recognition GS16 – Associative Networks and Association Rules SS20 – Special Session on Intelligent Systems for V-Learning SS03 – Special Session on Computational Intelligence in Wireless System Design, Management and Applications GS10 – Text Mining SS14 – Special Session on Intelligent Systems and Data Mining Techniques for Bioinformatics Thursday, 24 November 2011 GS12 – Multi-Objective Optimazion SS07 – Special Session on Localization and Mapping in Mobile Robotics SS16 – Special Session on Ordinal Regression SS13-2 – Workshop on Computational Biology SS10-1 – Special Session on Soft Computing Techniques in Data Mining SS04 – Special Session on Computational Intelligence for Environmental Monitoring and Renewable Energies GS17 – Feature Selection SS25 – Special Session on Ontologies: From Theory to Applications SS15 – Special Session on Soft Computing Applications for Real World Problems SS13-3 – Workshop on Computational Biology SS10-2 – Special Session on Soft Computing Techniques in Data Mining xvi González-Linares, J. M. 1569465025 González-Moreno, Juan Carlos 1569473263, 1569473319 González-Rodríguez, Gil 1569464045 Greco, Luca 1569473379, 1569473399 Guazzelli, Mario 1569471255 Guenounou, Ouahib 1569464847 Guerti, Mhania 1569441871 Guil, N. 1569465025 Guillén, A. 1569473411 Gutiérrez, P. A. 1569471607, 1569473265, 1569473301, 1569473357 Gutiérrez-Avilés, D. 1569466961 Guzelkaya, M. 1569471823 Guzelkaya, Mujde 1569471769 H Hämäläinen, Wilhelmiina 1569471723 Hachouf, F. 1569473153 Haldemann, Berit 1569466551 Hamasuna, Yukihiro 1569472025 Hamdan, Abdul Razak 1569464969 Hammadi, Slim 1569473757, 1569474257 Handjaras, Giacomo 1569471255 Harari, Oscar 1569473669 Haro-García, Aida de 1569473081 Haron, H. 1569462575 Hashemi, Yasaman 1569459829 Hashim, S. Z. M. 1569462575 Hayes, Monson 1569470969 Hernández-Heredia, Y. 1569465025 Herrán, Alberto 1569466149 Herrera, Francisco 1569468457, 1569474147 Herrera, L. J. 1569473411 Herrera, Luis Javier 1569473317 Herrera-Viedma, E. 1569474251 Herrero, Álvaro 1569474273 Hervás-Martínez, C. 1569471607, 1569473265, 1569473301, 1569473357 Hidalgo, J. Ignacio 1569466149 Hodáková, Petra 1569469941 Hopp, E. 1569473213 Hornero, Roberto 1569472641 Hornos, Miguel J. 1569473425 Horta, Danilo 1569459449 Hotz-Wagenblatt, Agnes 1569466551 Hruschka Jr., Estevam R. 1569469807 Huerta, Gemma Martínez 1569472817 Hussain, Amir 1569473203 xvii I Ibáñez, Alfonso 1569464401 Ichikawa, Makoto 1569470847 Iglesias, Josué 1569473273 Iglesias-Rodríguez, Roberto 1569473315 Ingimundardottir, Helga 1569474013 Ionescu, Ana María 1569473317 Ismail, Mohamed A. 1569468183 Ivorra, C. 1569472661 J Järvinen, Mikko 1569471723 Jamshidifar, A. A. 1569462393 Jaskowiak, Pablo A. 1569467737 Jaya, A. S. M. 1569462575 Jiang, Xiaohong 1569469895 Jiménez-Fernández, S. 1569471923 Jung, Hyun Joon 1569470673 Jurio, A. 1569467693 K Kaddoussi, Ayda 1569474257 Kadir, Anis Suhailis Abdul 1569464969 Kaliappan, Vishnu Kumar 1569470019 Kamel, Abdelkader El 1569473405 Kameyama, Michitaka 1569469895 Kasahara, Yoshihiro 1569469187 Kato, Edilson R. R. 1569473151 Kats, Ilia 1569466551 Kazemifard, Mohammad 1569473221 Keighobadi, Jafar 1569471835 Kerr, Dermot 1569471833 Khalifa, Ismahène Hadj 1569473405 Khan, Gul Muhammad 1569472703 Khan, Rizwan Ahmed 1569470747 Khan, Saad 1569472795 Khan, Shahid 1569472703 Khelifati, Si Larabi 1569472853 Khosravani, Mahrokh 1569471845 Kihl, Maria 1569472783 Kokin, Eugen 1569455097 Konik, Hubert 1569470747 Krömer, Pavel 1569470959, 1569469959, 1569474073 Kumar, Naveen 1569471679 Kumbasar, Tufan 1569471769 L López, Joaquín 1569469287 xviii López-Herrera, A. G. 1569474251 López-Valcarce, Roberto 1569463081 Labarga, A. 1569473155 Lama, Manuel 1569473217 Lamallem, Abdellah 1569470395 Lamata, M. T. 1569471757 Landa-Torres, Itziar 1569463453, 1569469969 Landi, Alberto 1569471255, 1569471257 Langseth, Helge 1569472995 Langton, Sebastian 1569464701 Larrañaga, Pedro 1569464401 Laurino, Marco 1569471255, 1569471257 Lazzerini, Beatrice 1569468989, 1569472643, 1569474103 Lehmann, Jens 1569473273 Li, Dawei 1569467611 Liern, V. 1569472661 Lima, Hilton Oliveira de 1569473375 Liu, Qingzhong 1569473545 Lopez-Molina, C. 1569467693 Lopez-Valcarce, Roberto 1569463453 Lorenzo, Jacobo V. 1569473315 Lozano, Manuel 1569468543 Lucca, M. F. 1569473213 Luengo, Julián 1569468457 Luna, Francisco 1569471755, 1569471943 Luna, José María 1569471811 Luque, Gabriel 1569472167, 1569472867 M Maellas-Benito, J. 1569471923 Mallem, M. 1569472077 Manjarres, Diana 1569463453, 1569469969 Mansour, M. M. 1569474331 Marcelloni, Francesco 1569463081, 1569468989, 1569471173, 1569474103 Marcos, J. Víctor 1569472641 Mariscal-Ramirez, J. A. 1569473143 Martín, Diana 1569474147 Martín, Diego 1569466149 Martín, J. M. 1569472963 Martínez, Alejandro 1569472759 Martínez, Ana M. 1569463957 Martínez, M. A. 1569474251 Martínez, Raquel 1569472759 Martínez-Álvarez, F. 1569469277 Martínez-Ballesteros, M. 1569469277, 1569470857 Martínez-Estudillo, F. J. 1569473357 Martinetti, Davide 1569473397 Martinez-Cruz, Carmen 1569472087 xix Martinovič, Jan 1569473093 Martins-Filho, Joaquim F. 1569465091, 1569471921 Martiskainen, Paula 1569471723 Masegosa, A. 1569473343 Masegosa, Antonio D. 1569473129, 1569473279 Massa, Giovanni 1569473175 Masseroli, Marco 1569472625 Matellán, Vicente 1569474111 McGinnity, Martin 1569471833 Meca, Ondřej 1569469959 Medvet, Eric 1569473045 Mehdi, Haifa 1569462661 Meira, Carlos A. A. 1569470763 Mejía-Roa, E. 1569472321 Melián-Batista, Belén 1569472801 Menéndez, Pablo 1569469289 Menasalvas, Ernestina 1569474277 Mencar, Corrado 1569473021 Menendez-Dominguez, Victor H. 1569472135, 1569472183 Menicucci, Danilo 1569471255, 1569471257 Meo, Pasquale De 1569473053, 1569473059 Meraoumia, Abdallah 1569470671 Mesa, José Manuel 1569473137 Mesiar, R. 1569472737 Meyer, Alexandre 1569470747 Mezai, L. 1569473153 Migotina, D. 1569473411 Miike, Hidetoshi 1569470847 Miki, Mitsunori 1569469187 Min, Dugki 1569470019 Misó, Sergio 1569473425 Miyamoto, S. 1569472335 Mizukami, Yoshiki 1569470847 Moessner, Klaus 1569474169 Mohamed, Farham 1569473173 Molina, J. M. 1569473445 Molleda, Julio 1569465161 Monard, Maria C. 1569470763 Mononen, Jaakko 1569471723 Montequín, Vicente Rodríguez 1569472817 Montero, Javier 1569471583, 1569471635 Montes, Susana 1569473397 Montes-Berges, Beatriz 1569471791 Mora, A. M. 1569473411 Moral, S. 1569473343 Moral, Serafín 1569472985 Morales, Eduardo Valencia 1569472775 Morales, Néstor 1569471415 xx Morales-Bueno, Rafael 1569472773, 1569473209, 1569473215, 1569473359 Morandin Jr., Orides 1569473151 Moreno-Vega, J. Marcos 1569472801 Morente-Molinera, J. A. 1569472963 Morita, Toshiharu 1569472477 Muhamad, M. R. 1569462575 N Napiah, Z. A. F. M. 1569462575 Napoletano, Paolo 1569473379, 1569473399 Neagu, D. 1569472755 Nejad, Keyvan Kashkouli 1569469895 Nemmour, H. 1569472537 Nepomuceno, Juan A. 1569473183 Nepomuceno-Chamorro, I. 1569470857 Nesmachnow, Sergio 1569471943 Netto, J. F. de Magalhães 1569471365 Nguyen, Dat T. 1569475343 Nguyen, Hai Thanh 1569473383 Nieto, P. 1569465025 Nogales, R. 1569472321 Nomura, Atsushi 1569470847 Novoa, Pavel 1569473279 O Ochodková, Eliška 1569473093 Okada, Koichi 1569470847 Olivas, José A. 1569472135, 1569472215, 1569472173 Oliveira, Sérgio Campello 1569473375 Olivera, Ana Carolina 1569472717 Olmo, Juan Luis 1569471811 Onieva, E. 1569471737 Ortigosa, Alvaro 1569474317 Ortiz-García, E. G. 1569471647 Osorio, Karel 1569472867 Ossa, Luis De La 1569469225, 1569473071, 1569473207 Ostrosi, Egon 1569472969 Otero, Iván Peteira 1569472817 Otero, José 1569473295 Otero-García, Estefanía 1569473217 Ottoni, Rafael dos Santos 1569472793 P Pérez, Diego 1569469287 Pérez, Javier Bajo 1569472257 Pérez, Luis G. 1569471791, 1569472605 Pérez, Raúl 1569469373 Pérez, Rafael Bello 1569472775 xxi Pérez-Ortiz, M. 1569473265 Pérez-Rodríguez, Javier 1569473237 Pagola, M. 1569472737 Palacios, Ana María 1569473295 Palma-Behnke, Rodrigo 1569473009 Pascual-Montano, A. 1569472321 Paternain, D. 1569472737 Patricio, M. A. 1569473445 Peña, Elena García 1569472257 Pedrino, Emerson Carlos 1569473151 Pelta, David A. 1569473279, 1569473129 Penzel, Thomas 1569472641 Perboli, Guido 1569459031 Perez, María del Mar 1569473317 Perfilieva, Irina 1569469941 Perkins, Edward J. 1569473447 Peshkin, L. 1569473155 Petrović, Slobodan 1569473383 Piaggi, Paolo 1569471255, 1569471257 Piarulli, Andrea 1569471255, 1569471257 Piccolo, Antonio 1569473175 Pingitore, Alessandro 1569471257 Pintado, Fernando de la Prieta 1569472257 Platoš, Jan 1569470959, 1569474073 Pluk, Arno 1569455097 Pokalainen, Väino 1569455097 Pontes, Beatriz 1569473197 Pontes, Maria J. 1569471921 Popineau, Fabrice 1569473085 Porcel, C. 1569474251 Portilla-Figueras, J. A. 1569471923, 1569469969, 1569471647 Poursaberi, Ahmad 1569455097 Poza, Fernando 1569466149 Prieto, L. 1569471607 Prieto, M. 1569472321 Prieto-Castrillo, Francisco 1569466041 Prieto-Mendez, Manuel E. 1569472135, 1569472183 Provetti, Alessandro 1569473053, 1569473059 Puente, C. 1569472215 Puerta, Jose M. 1569469225, 1569473071 Puri, Charu 1569471679 Q Quiles, Marcos G. 1569462161 Quintía, Pablo 1569473315 Quirin, Arnaud 1569472663 Quiroga, José Ignacio 1569474317 xxii R Rahman, M. N. A. 1569462575 Rahman, M. Nordin A. 1569473173 Ramezani, Faeze 1569473221 Ramos-Guajardo, Ana Belén 1569464045 Ramos-Soto, A. 1569473147 Ramos-Valcárcel, David 1569473263, 1569473319 Ramou, Naim 1569441871 Rastegari, Hamid 1569473483 Raudys, Šarunas 1569465729 Raudys, Aistis 1569465729 Raugi, Marco 1569468347 Regueiro, Carlos V. 1569473315 Ribeiro, Bernardete 1569473031, 1569473387 Ridley, M. J. 1569472755 Riquelme, J. C. 1569466961, 1569469277, 1569470857 Robertsson, Anders 1569472783 Rocha, Heloísa Vieira da 1569464383 Roda, Valentin Obac 1569473151 Rodríguez, Fernando 1569473137 Rodríguez, Francisco J. 1569474111 Rodríguez, Juan M. Corchado 1569472257 Rodríguez, María L. 1569473425 Rodríguez, Víctor 1569474111 Rodrigues, André 1569473535 Rodrigues, Luiz H. A. 1569470763 Rodriguez, Francisco J. 1569468543 Romero, Cristobal 1569472183 Romero, Francisco P. 1569472135, 1569472173 Romero, José Raúl 1569471811 Romero-Zaliz, R. 1569473213, 1569473227 Ronca, Davide 1569473275 Rosa, A. C. 1569473411 Rosete, Alejandro 1569474147 Rubino, Gerardo 1569473257 Rubio-Escudero, C. 1569466961, 1569469277 Rumí, Rafael 1569468941 Runarsson, Thomas Philip 1569474013 Rutolo, Federico 1569473129 S Sáez, José A. 1569468457 Sánchez, Luciano 1569473295 Sánchez-Maroño, N. 1569472701 Sánchez-Monedero, J. 1569471607, 1569473301, 1569473357 Sánchez-Pérez, Juan M. 1569465005 Sánchez-Solano, S. 1569472175 Saavedra-Moreno, B. 1569471647 xxiii Saeki, Katsutoshi 1569472477 Sait, Sadiq M. 1569472545 Saito, Jose Hiroki 1569473151 Sakurai, Tatsunari 1569470847 Salas-Morera, L. 1569473223 Salcedo-Sanz, Sancho 1569471607, 1569471647, 1569471923, 1569469969 Salinas-Pérez, J. A. 1569473265 Salmerón, Antonio 1569463957, 1569468941 Salvador-Carulla, L. 1569473265 Sanchez-Valdes, Daniel 1569471729 Santo, Massimo De 1569473379, 1569473399 Santos, André dos 1569472793 Santos, Edimilson B. Dos 1569469807 Satoh, Ichiro 1569471265 Scharfenberger-Schmeer, Maren 1569466551 Sedano, Javier 1569473123 See, John 1569472979 Segatto, Marcelo E. V. 1569471921 Sekine, Yoshifumi 1569472477 Sengupta, Soumik 1569472813 Ser, Javier Del 1569463453, 1569469969 Serrano, M. A. 1569473445 Serrano-Guerrero, Jesús 1569472183 Seyedzadeh, Seyed Mohammad 1569459829 Sghaier, Manel 1569473757 Shamsuddin, Siti Mariyam 1569473483 Shayeghi, Hossein 1569472067 Shelokar, Prakash 1569472663 Shenoy, Prakash P. 1569468941 Shinn, Andrew P. 1569473203 Shiraishi, Yoichi 1569472545 Siddiqi, Umair Farooq 1569472545 Silva, Catarina 1569473387 Silva, Hasini De 1569474169 Simzan, Ghader 1569471845 Sinha, Aniruddha 1569472813 Sleiman, Hassan A. 1569473281 Smiti, Abir 1569472193 Snášel, Václav 1569473093, 1569474073 Sobhani, Behrooz 1569472067 Sobrino, A. 1569472215 Sousa, Ricardo 1569469555 Souza, Thatiana C. N. de 1569473339 Sqalli, Mohammed H. 1569472795 Straccia, Umberto 1569470341 Sung, Andrew H. 1569473545 Šurkovský, Martin 1569469959 Suryakumar, Divya 1569473545 xxiv T Tagliasacchi, Marco 1569472625 Tahir, Hassane 1569473389 Tahon, Christian 1569473757 Tejeda-Lorente, A. 1569474251 Terami, A. 1569472335 Tettamanzi, Andrea G. B. 1569466495 Tirado, F. 1569472321 Toledo, Jonay T. 1569471415 Toledo, Pedro 1569473547 Torsello, Maria Alessandra 1569474103 Tré, Guy De 1569465915 Trandabăţ, Diana 1569473117 Trawiński, Krzysztof 1569469289 Trivino, Gracian 1569469251, 1569471729 Tronco, Mario L. 1569473151 Troncoso, Alicia 1569473183 Tsunaki, Roberto H. 1569473151 Tucci, Mauro 1569468347 Tzanidou, G. 1569473555 U Ullah, Fahad 1569472703 Uloza, Virgilijus 1569463261 Usamentiaga, Ruben 1569465161 V Vázquez-López, Luis 1569473263, 1569473319 Vajgl, Marek 1569469941 Val, Coral del 1569473227, 1569473669 Valet, Lionel 1569470395 Vannucci, Marco 1569473103 Vaquerizo, M a Belen 1569474273 Vargas, Ariel 1569464383 Vecchioy, Massimo 1569463081, 1569463453 Veermäe, Imbi 1569455097 Vega-Rodríguez, Miguel A. 1569466041, 1569465005, 1569471755 Vemulapalli, Smita 1569470969 Ventura, Sebastián 1569471753, 1569471811 Verikas, Antanas 1569463261 Vidal, Juan C. 1569473217 Vidal-Castro, Christian 1569472173 Vila, M. Amparo 1569472087 Villacorta, Pablo J. 1569473279 Villagra, J. 1569471737 Villanueva, Joaquín 1569473137 Villar, José R. 1569473123 xxv W Waegeman, Willem 1569469171 Weffers, Harold 1569464383 Wessel, Niels 1569472641 Wu, Jie 1569473093 Wu, QingXiang 1569471833 Wu, Yang 1569467611 X Xu, Lihong 1569467611 Xu, Mantao 1569468983 Xu, Yuan 1569467611 Y Yáñez, Javier 1569471583, 1569471635 Yasuda, Keiichiro 1569455629 Yazawa, Kazuyuki 1569455629 Yesil, Engin 1569471769 Yong, Hanmaro 1569470019 Yoshimi, Masato 1569469187 Z Zafra, Amelia 1569471753 Zalama, Eduardo 1569469287 Zanda, Andrea 1569474277 Zapata, Alfredo 1569472183 Zaro, F. R. 1569473347 Zarrazola, Edwin 1569471635 Zemouri, ET-Tahir 1569473341 Zendjebil, Imane 1569472077 Zgaya, Hayfa 1569473757, 1569474257 Zhao, Qinpei 1569468983 Zoghlami, Nesrine 1569474257 Zribi, Nozha 1569473405 Zwir, I. 1569473227 Zwir, Igor 1569473669 Žižka, Jan 1569464395