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

i P oceedings o he 2011 11 h In e na ional Con e ence on In elligen Sys ems Design and Applica ions 22 – 24 No embe 2011 Có doba, Spain Sebas ián Ven u a, Uni e si y o Có doba, Spain Aji h Ab aham, Machine In elligence Resea ch (MIR) Labs, USA K zysz o Cios, Vi ginia Commonweal h Uni e si y, USA C is óbal Rome o, Uni e si y o Có doba, Spain F ancesco Ma celloni, Uni e si y o Pisa, I aly José Manuel Bení ez, Uni e si y o G anada, Spain E a Gibaja, Uni e si y o Có doba, Spain IEEE Ca alog Numbe : CFP11394-CDR ISBN: 978-1-4577-1675-1 Technical suppo & inqui ies Resea ch Publishing Se ices :+65-6492 1137; :+65-6747 4355; e:enqui ies@ psonline.com.sg Copy igh and Rep in Pe mission: Abs ac ing is pe mi ed wi h c edi o he sou ce. Lib a ies a e pe mi ed o pho ocopy beyond he limi o U.S. copy igh law o p i a e use o pa ons hose a icles in his olume ha ca y a code a he bo om o he i s page, p o ided he pe -copy ee indica ed in he code is paid h ough Copy igh Clea ance Cen e , 222 Rosewood D i e, Dan e s, MA 01923. Fo o he copying, ep in o epublica ion pe mission, w i e o IEEE Copy igh s Manage , IEEE Ope a ions Cen e , 445 Hoes Lane, Pisca away, NJ 08854. All igh s ese ed. Copy igh © 2011 by IEEE. ii Welcome om he Gene al Chai s Welcome o he 11 h In e na ional Con e ence on In elligen Sys ems Design and Applica ions (ISDA’11) ha his yea akes place in Co doba, No embe 22-24. Co doba is loca ed in he egion o Andalusia, in sou he n Spain, wi h mo e han wo housand yea s o his o y. I s old own con ains nume ous eminde s o when i was he capi al o Hispania Ul e io du ing he ime o he Roman Republic and he capi al o Hispania Bae ica du ing he Roman Empi e. Co doba was also du ing he 10-11 h cen u ies he capi al o he Islamic Calipha e o Co doba ha included mos o he Ibe ian Peninsula. In hese imes Co doba was he mos populous ci y in he wo ld and he in ellec ual cen e o Eu ope. Today i is a medium size ci y wi h a popula ion o abou 350,000 ha man ains an eno mous cul u al and monumen al pa omony as he i age o hei ances o s. The Uni e si y o Co doba is wi ness o his en i e cul u al he i age, while he passion o knowledge, espec , uni e sal p ojec ion and ha mony among ci iliza ions make he ci y ha houses ou ins i u ion a pa adigm o humani y. This equilib ium and ha mony is e lec ed in he h ee b oad a eas in which he UCO unde akes i s ac i i ies: he Ag icul u al and Food Sciences, Science and Technology; Humani ies and Legal and Social Sciences and he Heal h Sciences; each wi h i s own special cha ac e is ics. This balance is also mani es ed in quali y eaching and esea ch, si ua ing i among he op academic ins i u ions in Spain. ISDA’11 is o ganized and sponso ed by he Machine In elligence Resea ch Labs (MIR Labs), he Uni e si y o Co doba (Spain), and he Minis y o Science and Inno a ion o Spain. Technically i is sponso ed by he IEEE Sys ems, Man and Cybe ne ics Socie y; he IEEE (Spain Sec ion); he IEEE Sys ems, Man and Cybe ne ics Socie y (Spanish Chap e ); In e na ional Fuzzy Sys ems Associa ion (IFSA); Eu opean Neu al Ne wo ks Socie y (ENNS); he Eu opean Socie y o Fuzzy Logic and Technology (EUFLAT); he Wo ld Fede a ion o So Compu ing (WFSC) and Technically Suppo ed by he IEEE Sys ems, Man and Cybe ne ics Socie y Technical Commi ees on So Compu ing and G anula Compu ing. ISDA’11 b ings oge he esea che s, enginee s, de elope s and p ac i ione s om academia and indus y wo king in all in e disciplina y a eas o in elligen sys ems and sys em enginee ing o sha e hei expe iences, and o exchange and c oss- e ilize hei ideas. The aim o ISDA’11 is o se e as a o um o he dissemina ion o s a e-o - he-a esea ch and de elopmen o in elligen sys ems, in elligen echnologies, and applica ions. This yea we ecei ed 394 pape s, om 51 coun ies, o which 237 ha e been accep ed. All submissions we e e iewed by h ee e iewe s, wi h no dis inc ion be ween pape s submi ed o special sessions, wo kshops, o as egula pape s. We a e con inced ha he quali y and di e si y o he opics co e ed will sa is y bo h he a endees and eade s o he con e ence p oceedings. We a e pleased o announce hese ou s anding plena y speake s: • P o . Be na d De Bae s, Ghen Uni e si y, Belgium • P o . Ba Goe hals, Uni e si y o An we p, Belgium • P o . Vojisla Kecman, Vi ginia Commonweal h Uni e si y, U.S.A. • P o . Osma R. Zaïane, Uni e si y o Albe a, Canada • P o . Zhi-Hua Zhou, Nanjing Uni e si y, China We exp ess ou since e hanks o he P og amme Chai s: P o s. Jose Manuel Beni ez, F ancesco Ma celloni, and C is obal Rome o, o a anging he e y ich echnical p og amme. We also exp ess ou g a i ude o he wo kshop and special session o ganize s, and all he p og am commi ee membe s who e iewed he pape s and made he ISDA’11 a e y success ul con e ence. We will be welcoming you in Co doba and hope ha you will enjoy he con e ence p og amme. Gene al Chai s Sebas ian Ven u a, Uni e si y o Co doba, Spain iii Aji h Ab aham, Machine In elligence Resea ch (MIR) Labs, USA K zysz o J. Cios, Vi ginia Commonweal h Uni e si y, USA O ganizing Commi ee Gene al Co-chai s Sebas ián Ven u a, Uni e si y o Có doba, Spain Aji h Ab aham, Machine In elligence Resea ch (MIR) Labs, USA K zysz o Cios, Vi ginia Commonweal h Uni e si y, USA Technical P og am Commi ee (TPC) Co-chai s C is óbal Rome o, Uni e si y o Có doba, Spain F ancesco Ma celloni, Uni e si y o Pisa, I aly José Manuel Bení ez, Uni e si y o G anada, Spain Ad iso y Commi ee Aji h Ab aham, Machine In elligence Resea ch (MIR) Labs, USA K zysz o Cios, Vi ginia Commonweal h Uni e si y, USA Emilio Co chado, Uni e si y o Salamanca, Spain Aboul Ella Hassanien, Cai o Uni e si y, Egyp F ancisco He e a, Uni e si y o G anada, Spain Janusz Kacp zyk, Polish Academy o Sciences, Poland Nikola Kasabo , AUT Uni e si y, New Zealand Ma io Koeppen, Kyuhsu Ins i u e o Technology, Japan Ja ie Mon e o, Complu ense Uni e si y o Mad id (UCM), Spain Nikhil R. Pal, Indian S a is ical Ins i u e, India Hen i P ade, IRIT, F ance Im e J. Rudas, Óbuda Uni e si y, Hunga y Hideyuki Takagi, Kyushu Uni e si y, Japan Sebas ián Ven u a, Uni e si y o Có doba, Spain In e na ional P og am Commi ee Siby Ab aham, Uni e si y o Mumbai, India Gio anni Acampo a, Uni e si y o Sale no, I aly Ni in Aga wal, Uni e si y o A kansas a Li le Rock, USA Ra ael Alcalá, Uni e si y o G anada, Spain Jesús Alcalá-Fdez, Uni e si y o G anada, Spain Jose Alonso, Eu opean Cen e o So Compu ing, Spain Michela An onelli, Dip. Ingegne ia dell’ In o mazione Uni e si à di Pisa I aly, I aly José Luis Azna e, Dis ance Lea ning Uni e si y o Spain, Spain Ja ie Bajo, Uni e si y o Salamanca, Spain Soumya Bane jee, Bi la Ins i u e o Technology, India Ca los Ba anco, Pablo de Ola ide Uni e si y, Spain Edu ne Ba enechea, Uni e sidad Pública de Na a a, Spain Albe o Ba oli, Uni e si y o T ies e, I aly Alan Ba on, Na ional Resea ch Council Canada, Canada Ra ael Bello, Uni e sidad Cen al de Las Villas, Cuba Robe Be wick, MIT, USA Fe nando Bobillo, Uni e si y o Za agoza, Spain Abdelhamid Bouchachia, Uni e si y o Klagen u , Aus ia Albe o Buga ín, Uni e si y o San iago de Compos ela, Spain Humbe o Bus ince, Uni e sidad Publica de Na a a, Spain S e ano Cagnoni, Uni e si y o Pa ma, I aly i C is óbal J. Ca mona, Uni e si y o Jaen, Spain And e Ca alho, Uni e si y o Sao Paulo, B azil Gio anna Cas ellano, Uni e si y o Ba i, I aly Dagobe o Cas ellanos, Uni e si y o G anada, Spain Gladys Cas illo, Uni e si y o A ei o, Po ugal Osca Cas illo, Tijuana Ins i u e o Technology, Mexico Yuehui Chen, Jinan Uni e si y, P.R. China Sung-Bae Cho, Yonsei Uni e si y, Ko ea Ma io Cimino, Uni e si y o Pisa, I aly Ma co Cococcioni, NATO Unde sea Resea ch Cen e, I aly And é Coelho, Uni e si y o Fo aleza, B azil Ca los Coello Coello, Cin es a , Mexico Valen ina Colla, Scuola Supe io e San ’Anna, I aly Emilio Co chado, Uni e si y o Salamanca, Spain Osca Co don, Eu opean Cen e o So Compu ing, Spain Ch is Co nelis, Ghen Uni e si y, Belgium Pe e Cowling, Uni e si y o B ad o d, Uni ed Kingdom Juan-Ca los Cube o, Uni e si y o G anada, Spain Ke in Cu an, Uni e si y o Uls e , Uni ed Kingdom Al edo Cuzzoc ea, ICAR-CNR and Uni e si y o Calab ia, I aly Ash a Da wish, Egyp , Egyp Be na d De Bae s, Ghen Uni e si y, Belgium Ma ine De Cock, Ghen Uni e si y, Belgium Ma ia Jose Del Jesus, Uni e si y o Jaen, Spain Ja ie Del Se , Tecnalia Resea ch & Inno a ion, Spain Co al del Val, Uni e si y o G anada, Spain Ji ende Deogun, Uni e si y o Neb aska-Lincoln, USA Félix Díaz-He mida, Uni e si y o San iago de Compos ela, Spain Fede ico Di ina, Pablo de Ola ide Uni e si y, Spain Ab aham Dua e, Uni e sidad Rey Juan Ca los, Spain Pie o Ducange, Uni e si y o Pisa, I aly Luka Eciolaza, Eu opean Cen e o So Compu ing, Spain Wil ied Elmen eich, Uni e si y o Klagen u , Aus ia Anna Fanelli, Uni e si y o Ba i I aly, I aly Ja ie Fe nandez, Uni e sidad Pública de Na a a, Spain Giacomo Fiuma a, Uni e si y o Messina, I aly Alexand u Floa es, Oncological Ins i u e Cluj-Napoca , Romania Jose Gamez, Uni e si y o Cas illa-La Mancha, Spain Xiao-Zhi Gao, Aal o Uni e si y, Finland Ca los Ga cía-Alonso, ETEA, Spain José Luis Ga cía-Lap es a, Uni e sidad de Valladolid, Spain Ca los Ga cia-Ma inez, Uni e si y o Có doba, Spain Jon Ga ibaldi, Uni e si y o No ingham, Uni ed Kingdom Raz an Ghinea, Uni e si y o G anada, Spain E a Gibaja, Uni e si y o Co doba, Spain Raul Gi aldez, Pablo de Ola ide Uni e si y, Spain Alma Gómez, Uni e si y o Vigo, Spain Juan Gomez-Rome o, Uni e sidad Ca los III de Mad id, Spain Fe nando Gomide, Uni e si y o Campinas, B azil Ped o González, Uni e si y o Jaen, Spain Juan C. González-Mo eno, Uni e si y o Vigo, Spain C ina G osan, No wegian Uni e si y o Science and Technology, No way Je zy G zymala-Busse, Uni e si y o Kansas, USA Albe o Guillén, Uni e si y o G anada, Spain Tausee Gul ez, COMSATS Ins i ue o In o ma ion Technology, Pakis an Ped o An onio Gu ié ez, Uni e si y o Có doba, Spain Aboul Ella Hassanien, Uni e si y o Cai o, Egyp F ancisco He e a, Uni e si y o G anada, Spain Luis Ja ie He e a, Uni e si y o G anada, Spain Césa He ás-Ma ínez, Uni e si y o Có doba, Spain Tzung-Pei Hong, Na ional Uni e si y o Kaohsiung, Taiwan Edua do H uschka, Uni e si y o Sao Paulo, B azil S ephen Huang, Uni e si y o Hous on, USA Eyke Huelle meie , Uni e si y o Ma bu g, Ge many Richa d Jensen, Abe ys wy h Uni e si y, Uni ed Kingdom F ank Klawonn, Os alia Uni e si y, Ge many Ma io Koeppen, Kyushu Ins i u e o Technology, Japan Vladik K eino ich, Uni e si y o Texas a El Paso, USA Pa el K ome , VSB – Technical Uni e si y o Os a a, Czech Republic Milos Kudelka, VSB – Technical Uni e si y o Os a a, Czech Republic Yasuo Kudo, Mu o an Ins i u e o Technology, Japan Manuel Lama, Uni e sidade de San iago de Compos ela, Spain Bea ice Lazze ini, Uni e si y o Pisa, I aly Chang-Shing Lee, Na ional Uni e si y o Tainan, Taiwan Chia-Chen Lin, P o idence Uni e si y, Taiwan Vincenzo Loia, Uni e si y o Sale no, I aly Xi Long, Amazon, USA An onio Lopez-He e a, Ug , Spain Robe o Lopez-Valca ce, Uni e sidad de Vigo, Spain Jose Lozano, Uni e si y o he Basque Coun y, Spain Te esa Lude mi , Fede al Uni e si y o Pe nambuco, B azil Sabu M Thampi, Indian Ins i u e o In o ma ion Technology and Managemen – Ke ala, India F ancisco Mad id-Cue as, Uni e si y o Có doba, Spain Luis Magdalena, Eu opean Cen e o So Compu ing, Spain U szula Ma kowska-Kaczma , W oclaw Uni e si y o Technology, Poland Pie e-F ancois Ma eau, Uni e si e de B e agne Sud, F ance T e o Ma in, Uni e si y o B is ol, Uni ed Kingdom F ancisco Ma ínez-Ál a ez, Pablo de Ola ide Uni e si y, Spain Al onso Ca los Ma ínez-Es udillo, INSA-ETEA, Spain F ancisco Ma ínez-Es udillo, Uni e si y o Có doba, Spain Jan Ma ino ic, Technical Uni e si y o Os a a, Czech Republic An onio Masegosa, Uni e si y o G anada, Spain Ra ael Medina, Uni e si y o Co doba, Spain E nes ina Menasal as, Uni e sidad Poli ecnica de Mad id, Spain Co ado Menca , Uni e si y o Ba i, I aly Lahcene Mi iche, Uni e si y o Djel a, Alge ia Sadaaki Miyamo o, Uni e si y o Tsukuba, Japan Ca los Mo ell, Uni e sidad Cen al Ma a Ab eu de Las Villas, Cuba Manuel Mucien es, Uni e si y o San iago de Compos ela, Spain Azah Kamilah Muda, Uni e si i Teknikal Malaysia Melaka, Malaysia Ra ael Muñoz, Uni e si y o Co doba, Spain Venka a Reddy Muppani, Ai Liquide, India Kazumi Nakama su, Uni e si y o Hyogo, Japan Daniel Neagu, Uni e si y o B ad o d, Uni ed Kingdom Roman Ne uda, Ins i u e o Compu e Science, Czech Republic Yusuke Nojima, Osaka P e ec u e Uni e si y, Japan F ancisco P. Rome o, Uni e si y o Cas illa La Mancha, Spain Miguel Pagola, Uni e sidad Publica de Na a a, Spain Ma cin Pap zycki, IBS PAN, Poland Wi old Ped ycz, Uni e si y o Albe a, Canada i Da id Pel a, Uni e si y o G anada, Spain José Peña, Uni e sidad Poli écnica de Mad id, Spain An onio Pe eg in, Uni e si y o Huel a, Spain Ma ia del Ma Pe ez, Uni e si y o G anada, Spain Jose Luis Pe ez de la C uz, Uni e si y o Malaga, Spain Vincenzo Piu i, Uni e si y o Milan, I aly Jan Pla os, VSB-Technical Uni e si y o Os a a, FEECS, Czech Republic Bea iz Pon es, Uni e si y o Se ille, Spain Ca los Po cel, Uni e si y o Jaén, Spain Pe Pošík, Czech Technical Uni e si y in P ague, Czech Republic Manuel P ie o-Mendez, Uni e si y o Cas illa-La Mancha, Spain José Pue a, Uni e si y o Cas illa-La Mancha, Spain Zbigniew Ras, Uni e si y o No h Ca olina, USA Ca los Reguei o, Uni e si y o Co uña, Spain Ge mano Resconi, Ca holic Uni e si y, I aly Leona do Reyne i, Poli ecnico di To ino, I aly Jose Riquelme, Uni e si y o Se ille, Spain An onio Ri e a, Uni e si y o Jaén, Spain F ancisco Ja ie Rod íguez Ma ínez, Uni e sidade de Vigo, Spain Ignacio Rojas, Uni e si y o G anada, Spain José Raúl Rome o, Uni e si y o Có doba, Spain Rocio Rome o-Zaliz, Uni e si y o G anada, Spain C is ina Rubio-Escude o, Uni e si y o Se illa, Spain An onio Salme ón, Uni e si y o Alme ía, Spain O idio Sal e i, ISTI-CNR, I aly Daniel Sánchez, Eu opean Cen e o So Compu ing, Spain Luciano Sanchez, Uni e si y o O iedo, Spain And ea Schae , Uni e si y o Udine, I aly Ja ie Sedano, Technological Ins i u e o Cas illa y Leon, Spain Gio anni Seme a o, Uni e si y o Ba i, I aly Jesús Se ano-Gue e o, Uni e si y o Cas illa La Mancha, Spain Geo gios Si akoulis, Democ i us Uni e si y o Th ace, G eece Luciano S e anini, Uni e si y o U bino “Ca lo Bo”, I aly Ayeley Tchangani, Uni e si y Toulouse III, F ance Radha Thanga aj, Indian Ins i u e o Technology Roo kee, India Alessand o Togne i, In e depa men al Resea ch Cen e “Cen o Piaggio”, Uni e si y o Pisa, I aly Me cedes To es, Uni e si y o Có doba, Spain Ma ia To sello, Uni e si y o Ba i, I aly Alicia T oncoso, Pablo o Ola ide Uni e si y o Se ille, Spain Ashish Um e, Uni e si y o Sussex, Uni ed Kingdom José Valen e de Oli ei a, Uni e si y o Alga e, Po ugal Massimo Vecchio, Uni e si y o Vigo, Spain Nele Ve bies , Ghen Uni e si y, Belgium Seema Ve ma, Uni e si y Banas hali Vidyapi h, India G egg Vesonde , AT&T Labs – Resea ch, USA Juan Vidal, Uni e sidade de San iago de Compos ela, Spain En ique Viedma, Uni e si y o G anada, Spain Jose Villa , O iedo Uni e si y, Spain Michael V aha is, Uni e si y o Pa as, G eece Shyue-Liang Wang, Na ional Uni e si y o Kaohsiung, Taiwan Junzo Wa ada, Waseda Uni e si y, Japan Michal Wozniak, W oclaw Uni e si y o Technology, Poland Fa os Xha a, Technical Uni e si y o Ca alonia, Spain Yanping Xiang, Uni e si y o Elec onic Science and Technology o China, P.R. China En ique Yeguas, Uni e si y o Co doba, Spain ii Liu Yuzhe, Uni e si y o No e Dame, USA Amelia Za a, Uni e si y o Có doba, Spain Jun Zhang, Waseda Uni e si y, Japan Qieshi Zhang, Waseda Uni e si y, Japan Huiyu Zhou, Queens’ Uni e si y bel as , Uni ed Kingdom Ind e Žliobai e, Bou nemou h Uni e si y, Uni ed Kingdom Igo Zwi , Uni e si y o G anada, Spain Wo kshops and Special Sessions Co-chai s Jesús Alcalá-Fe nández, Uni e si y o G anada, Spain Manuel Mucien es, Uni e si y o San iago de Compos ela, Spain Publici y Co-chai s Ra ael Alcalá, Uni e si y o G anada, Spain José Raúl Rome o, Uni e si y o Có doba, Spain Pie o Ducange, Uni e si y o Pisa, I aly A B M Shawka Ali, Cen al Quuensland Uni e si y, Aus alia Edua do Raul H uschka, Uni e si y o São Paulo, B azil Local A angemen Chai Amelia Za a, Uni e si y o Có doba, Spain Publica ion Chai E a Gibaja, Uni e si y o Có doba, Spain Web Chai Ped o A. Gu ié ez, Uni e si y o Có doba, Spain iii Technical P og am Tuesday, 22 No embe 2011 GS03 – In elligen Agen s SS24 – Thi d Special Session on Mul iagen Sys ems:Consciousness and Agen O ien ed So wa e Enginee ing GS01-1 – Ne wo ks and Secu i y SS01 – Thi d Wo kshop on Compu a ional In elligence o Pe sonaliza ion in Web Con en and Se ice Deli e y (CIWP’11) SS17 – Special Session on Linguis ic Da a Summa iza ion GS06-1 – In elligen Con ol and Au oma ion SS09 – Special Session on Robo ics and In elligen Sys ems (RIS2011) GS01-2 – Ne wo ks and Secu i y GS11 – Visualiza ion SS26 – Special Session on So -Compu ing o Biomedical Enginee ing and Applica ions GS13-1 – E olu iona y and Bio-inspi ed Algo i hms GS06-2 – In elligen Con ol and Au oma ion SS02-1 – Thi d Special Session on In elligen Sys ems o Indus ial P ocesses GS05 – Indus ial Applica ions GS09-1 – Classi ica ion GS07-1 – In elligen Knowledge Managemen GS13-2 – E olu iona y and Bio-inspi ed Algo i hms GS06-3 – In elligen Con ol and Au oma ion SS02-2 – Thi d Special Session on In elligen Sys ems o Indus ial P ocesses SS12 – Special Session on So Compu ing in In o ma ion Access Sys ems on he Web GS09-2 – Classi ica ion GS07-2 – In elligen Knowledge Managemen GS13-3 – E olu iona y and Bio-inspi ed Algo i hms Wednesday, 23 No embe 2011 GS08 – Clus e ing GS02 – Web In elligence SS18 – Special Session on Bayesian Ne wo ks in In elligen Sys ems Design GS19-1 – Image and Signal P ocessing SS11-1 – Special Session on So Compu ing in Compu e Vision/Image P ocessing GS04-1 – In elligen Business Sys ems GS18-1 – De ec ion and Recogni ion GS15-1 – Algo i hm Analysis and Applica ion SS19-1 – Special Session on In elligen Sys ems in Business Decision Making GS19-2 – Image and Signal P ocessing SS11-2 – Special Session on So Compu ing in Compu e Vision/Image P ocessing GS04-2 – In elligen Business Sys ems GS18-2 – De ec ion and Recogni ion GS15-2 – Algo i hm Analysis and Applica ion SS19-2 – Special Session on In elligen Sys ems in Business Decision Making SS13-1 – Wo kshop on Compu a ional Biology ix SS11-3 – Special Session on So Compu ing in Compu e Vision/Image P ocessing GS14 – Medical and Biological Applica ions GS18-3 – De ec ion and Recogni ion GS16 – Associa i e Ne wo ks and Associa ion Rules SS20 – Special Session on In elligen Sys ems o V-Lea ning SS03 – Special Session on Compu a ional In elligence in Wi eless Sys em Design, Managemen and Applica ions GS10 – Tex Mining SS14 – Special Session on In elligen Sys ems and Da a Mining Techniques o Bioin o ma ics Thu sday, 24 No embe 2011 GS12 – Mul i-Objec i e Op imazion SS07 – Special Session on Localiza ion and Mapping in Mobile Robo ics SS16 – Special Session on O dinal Reg ession SS13-2 – Wo kshop on Compu a ional Biology SS10-1 – Special Session on So Compu ing Techniques in Da a Mining SS04 – Special Session on Compu a ional In elligence o En i onmen al Moni o ing and Renewable Ene gies GS17 – Fea u e Selec ion SS25 – Special Session on On ologies: F om Theo y o Applica ions SS15 – Special Session on So Compu ing Applica ions o Real Wo ld P oblems SS13-3 – Wo kshop on Compu a ional Biology SS10-2 – Special Session on So Compu ing Techniques in Da a Mining x i González-Lina es, J. M. 1569465025 González-Mo eno, Juan Ca los 1569473263, 1569473319 González-Rod íguez, Gil 1569464045 G eco, Luca 1569473379, 1569473399 Guazzelli, Ma io 1569471255 Guenounou, Ouahib 1569464847 Gue i, Mhania 1569441871 Guil, N. 1569465025 Guillén, A. 1569473411 Gu ié ez, P. A. 1569471607, 1569473265, 1569473301, 1569473357 Gu ié ez-A ilés, D. 1569466961 Guzelkaya, M. 1569471823 Guzelkaya, Mujde 1569471769 H Hämäläinen, Wilhelmiina 1569471723 Hachou , F. 1569473153 Haldemann, Be i 1569466551 Hamasuna, Yukihi o 1569472025 Hamdan, Abdul Razak 1569464969 Hammadi, Slim 1569473757, 1569474257 Handja as, Giacomo 1569471255 Ha a i, Osca 1569473669 Ha o-Ga cía, Aida de 1569473081 Ha on, H. 1569462575 Hashemi, Yasaman 1569459829 Hashim, S. Z. M. 1569462575 Hayes, Monson 1569470969 He nández-He edia, Y. 1569465025 He án, Albe o 1569466149 He e a, F ancisco 1569468457, 1569474147 He e a, L. J. 1569473411 He e a, Luis Ja ie 1569473317 He e a-Viedma, E. 1569474251 He e o, Ál a o 1569474273 He ás-Ma ínez, C. 1569471607, 1569473265, 1569473301, 1569473357 Hidalgo, J. Ignacio 1569466149 Hodáko á, Pe a 1569469941 Hopp, E. 1569473213 Ho ne o, Robe o 1569472641 Ho nos, Miguel J. 1569473425 Ho a, Danilo 1569459449 Ho z-Wagenbla , Agnes 1569466551 H uschka J ., Es e am R. 1569469807 Hue a, Gemma Ma ínez 1569472817 Hussain, Ami 1569473203 x ii I Ibáñez, Al onso 1569464401 Ichikawa, Mako o 1569470847 Iglesias, Josué 1569473273 Iglesias-Rod íguez, Robe o 1569473315 Ingimunda do i , Helga 1569474013 Ionescu, Ana Ma ía 1569473317 Ismail, Mohamed A. 1569468183 I o a, C. 1569472661 J Jä inen, Mikko 1569471723 Jamshidi a , A. A. 1569462393 Jaskowiak, Pablo A. 1569467737 Jaya, A. S. M. 1569462575 Jiang, Xiaohong 1569469895 Jiménez-Fe nández, S. 1569471923 Jung, Hyun Joon 1569470673 Ju io, A. 1569467693 K Kaddoussi, Ayda 1569474257 Kadi , Anis Suhailis Abdul 1569464969 Kaliappan, Vishnu Kuma 1569470019 Kamel, Abdelkade El 1569473405 Kameyama, Michi aka 1569469895 Kasaha a, Yoshihi o 1569469187 Ka o, Edilson R. R. 1569473151 Ka s, Ilia 1569466551 Kazemi a d, Mohammad 1569473221 Keighobadi, Ja a 1569471835 Ke , De mo 1569471833 Khali a, Ismahène Hadj 1569473405 Khan, Gul Muhammad 1569472703 Khan, Rizwan Ahmed 1569470747 Khan, Saad 1569472795 Khan, Shahid 1569472703 Kheli a i, Si La abi 1569472853 Khos a ani, Mah okh 1569471845 Kihl, Ma ia 1569472783 Kokin, Eugen 1569455097 Konik, Hube 1569470747 K öme , Pa el 1569470959, 1569469959, 1569474073 Kuma , Na een 1569471679 Kumbasa , Tu an 1569471769 L López, Joaquín 1569469287 x iii López-He e a, A. G. 1569474251 López-Valca ce, Robe o 1569463081 Laba ga, A. 1569473155 Lama, Manuel 1569473217 Lamallem, Abdellah 1569470395 Lama a, M. T. 1569471757 Landa-To es, I zia 1569463453, 1569469969 Landi, Albe o 1569471255, 1569471257 Langse h, Helge 1569472995 Lang on, Sebas ian 1569464701 La añaga, Ped o 1569464401 Lau ino, Ma co 1569471255, 1569471257 Lazze ini, Bea ice 1569468989, 1569472643, 1569474103 Lehmann, Jens 1569473273 Li, Dawei 1569467611 Lie n, V. 1569472661 Lima, Hil on Oli ei a de 1569473375 Liu, Qingzhong 1569473545 Lopez-Molina, C. 1569467693 Lopez-Valca ce, Robe o 1569463453 Lo enzo, Jacobo V. 1569473315 Lozano, Manuel 1569468543 Lucca, M. F. 1569473213 Luengo, Julián 1569468457 Luna, F ancisco 1569471755, 1569471943 Luna, José Ma ía 1569471811 Luque, Gab iel 1569472167, 1569472867 M Maellas-Beni o, J. 1569471923 Mallem, M. 1569472077 Manja es, Diana 1569463453, 1569469969 Mansou , M. M. 1569474331 Ma celloni, F ancesco 1569463081, 1569468989, 1569471173, 1569474103 Ma cos, J. Víc o 1569472641 Ma iscal-Rami ez, J. A. 1569473143 Ma ín, Diana 1569474147 Ma ín, Diego 1569466149 Ma ín, J. M. 1569472963 Ma ínez, Alejand o 1569472759 Ma ínez, Ana M. 1569463957 Ma ínez, M. A. 1569474251 Ma ínez, Raquel 1569472759 Ma ínez-Ál a ez, F. 1569469277 Ma ínez-Balles e os, M. 1569469277, 1569470857 Ma ínez-Es udillo, F. J. 1569473357 Ma ine i, Da ide 1569473397 Ma inez-C uz, Ca men 1569472087 xix Ma ino ič, Jan 1569473093 Ma ins-Filho, Joaquim F. 1569465091, 1569471921 Ma iskainen, Paula 1569471723 Masegosa, A. 1569473343 Masegosa, An onio D. 1569473129, 1569473279 Massa, Gio anni 1569473175 Masse oli, Ma co 1569472625 Ma ellán, Vicen e 1569474111 McGinni y, Ma in 1569471833 Meca, Ondřej 1569469959 Med e , E ic 1569473045 Mehdi, Hai a 1569462661 Mei a, Ca los A. A. 1569470763 Mejía-Roa, E. 1569472321 Melián-Ba is a, Belén 1569472801 Menéndez, Pablo 1569469289 Menasal as, E nes ina 1569474277 Menca , Co ado 1569473021 Menendez-Dominguez, Vic o H. 1569472135, 1569472183 Menicucci, Danilo 1569471255, 1569471257 Meo, Pasquale De 1569473053, 1569473059 Me aoumia, Abdallah 1569470671 Mesa, José Manuel 1569473137 Mesia , R. 1569472737 Meye , Alexand e 1569470747 Mezai, L. 1569473153 Migo ina, D. 1569473411 Miike, Hide oshi 1569470847 Miki, Mi suno i 1569469187 Min, Dugki 1569470019 Misó, Se gio 1569473425 Miyamo o, S. 1569472335 Mizukami, Yoshiki 1569470847 Moessne , Klaus 1569474169 Mohamed, Fa ham 1569473173 Molina, J. M. 1569473445 Molleda, Julio 1569465161 Mona d, Ma ia C. 1569470763 Mononen, Jaakko 1569471723 Mon equín, Vicen e Rod íguez 1569472817 Mon e o, Ja ie 1569471583, 1569471635 Mon es, Susana 1569473397 Mon es-Be ges, Bea iz 1569471791 Mo a, A. M. 1569473411 Mo al, S. 1569473343 Mo al, Se a ín 1569472985 Mo ales, Edua do Valencia 1569472775 Mo ales, Nés o 1569471415 xx Mo ales-Bueno, Ra ael 1569472773, 1569473209, 1569473215, 1569473359 Mo andin J ., O ides 1569473151 Mo eno-Vega, J. Ma cos 1569472801 Mo en e-Moline a, J. A. 1569472963 Mo i a, Toshiha u 1569472477 Muhamad, M. R. 1569462575 N Napiah, Z. A. F. M. 1569462575 Napole ano, Paolo 1569473379, 1569473399 Neagu, D. 1569472755 Nejad, Key an Kashkouli 1569469895 Nemmou , H. 1569472537 Nepomuceno, Juan A. 1569473183 Nepomuceno-Chamo o, I. 1569470857 Nesmachnow, Se gio 1569471943 Ne o, J. F. de Magalhães 1569471365 Nguyen, Da T. 1569475343 Nguyen, Hai Thanh 1569473383 Nie o, P. 1569465025 Nogales, R. 1569472321 Nomu a, A sushi 1569470847 No oa, Pa el 1569473279 O Ochodko á, Eliška 1569473093 Okada, Koichi 1569470847 Oli as, José A. 1569472135, 1569472215, 1569472173 Oli ei a, Sé gio Campello 1569473375 Oli e a, Ana Ca olina 1569472717 Olmo, Juan Luis 1569471811 Onie a, E. 1569471737 O igosa, Al a o 1569474317 O iz-Ga cía, E. G. 1569471647 Oso io, Ka el 1569472867 Ossa, Luis De La 1569469225, 1569473071, 1569473207 Os osi, Egon 1569472969 O e o, I án Pe ei a 1569472817 O e o, José 1569473295 O e o-Ga cía, Es e anía 1569473217 O oni, Ra ael dos San os 1569472793 P Pé ez, Diego 1569469287 Pé ez, Ja ie Bajo 1569472257 Pé ez, Luis G. 1569471791, 1569472605 Pé ez, Raúl 1569469373 Pé ez, Ra ael Bello 1569472775 xxi Pé ez-O iz, M. 1569473265 Pé ez-Rod íguez, Ja ie 1569473237 Pagola, M. 1569472737 Palacios, Ana Ma ía 1569473295 Palma-Behnke, Rod igo 1569473009 Pascual-Mon ano, A. 1569472321 Pa e nain, D. 1569472737 Pa icio, M. A. 1569473445 Peña, Elena Ga cía 1569472257 Ped ino, Eme son Ca los 1569473151 Pel a, Da id A. 1569473279, 1569473129 Penzel, Thomas 1569472641 Pe boli, Guido 1569459031 Pe ez, Ma ía del Ma 1569473317 Pe ilie a, I ina 1569469941 Pe kins, Edwa d J. 1569473447 Peshkin, L. 1569473155 Pe o ić, Slobodan 1569473383 Piaggi, Paolo 1569471255, 1569471257 Pia ulli, And ea 1569471255, 1569471257 Piccolo, An onio 1569473175 Pingi o e, Alessand o 1569471257 Pin ado, Fe nando de la P ie a 1569472257 Pla oš, Jan 1569470959, 1569474073 Pluk, A no 1569455097 Pokalainen, Väino 1569455097 Pon es, Bea iz 1569473197 Pon es, Ma ia J. 1569471921 Popineau, Fab ice 1569473085 Po cel, C. 1569474251 Po illa-Figue as, J. A. 1569471923, 1569469969, 1569471647 Pou sabe i, Ahmad 1569455097 Poza, Fe nando 1569466149 P ie o, L. 1569471607 P ie o, M. 1569472321 P ie o-Cas illo, F ancisco 1569466041 P ie o-Mendez, Manuel E. 1569472135, 1569472183 P o e i, Alessand o 1569473053, 1569473059 Puen e, C. 1569472215 Pue a, Jose M. 1569469225, 1569473071 Pu i, Cha u 1569471679 Q Quiles, Ma cos G. 1569462161 Quin ía, Pablo 1569473315 Qui in, A naud 1569472663 Qui oga, José Ignacio 1569474317 xxii R Rahman, M. N. A. 1569462575 Rahman, M. No din A. 1569473173 Ramezani, Faeze 1569473221 Ramos-Guaja do, Ana Belén 1569464045 Ramos-So o, A. 1569473147 Ramos-Valcá cel, Da id 1569473263, 1569473319 Ramou, Naim 1569441871 Ras ega i, Hamid 1569473483 Raudys, Ša unas 1569465729 Raudys, Ais is 1569465729 Raugi, Ma co 1569468347 Reguei o, Ca los V. 1569473315 Ribei o, Be na de e 1569473031, 1569473387 Ridley, M. J. 1569472755 Riquelme, J. C. 1569466961, 1569469277, 1569470857 Robe sson, Ande s 1569472783 Rocha, Heloísa Viei a da 1569464383 Roda, Valen in Obac 1569473151 Rod íguez, Fe nando 1569473137 Rod íguez, F ancisco J. 1569474111 Rod íguez, Juan M. Co chado 1569472257 Rod íguez, Ma ía L. 1569473425 Rod íguez, Víc o 1569474111 Rod igues, And é 1569473535 Rod igues, Luiz H. A. 1569470763 Rod iguez, F ancisco J. 1569468543 Rome o, C is obal 1569472183 Rome o, F ancisco P. 1569472135, 1569472173 Rome o, José Raúl 1569471811 Rome o-Zaliz, R. 1569473213, 1569473227 Ronca, Da ide 1569473275 Rosa, A. C. 1569473411 Rose e, Alejand o 1569474147 Rubino, Ge a do 1569473257 Rubio-Escude o, C. 1569466961, 1569469277 Rumí, Ra ael 1569468941 Runa sson, Thomas Philip 1569474013 Ru olo, Fede ico 1569473129 S Sáez, José A. 1569468457 Sánchez, Luciano 1569473295 Sánchez-Ma oño, N. 1569472701 Sánchez-Monede o, J. 1569471607, 1569473301, 1569473357 Sánchez-Pé ez, Juan M. 1569465005 Sánchez-Solano, S. 1569472175 Saa ed a-Mo eno, B. 1569471647 xxiii Saeki, Ka su oshi 1569472477 Sai , Sadiq M. 1569472545 Sai o, Jose Hi oki 1569473151 Saku ai, Ta suna i 1569470847 Salas-Mo e a, L. 1569473223 Salcedo-Sanz, Sancho 1569471607, 1569471647, 1569471923, 1569469969 Salinas-Pé ez, J. A. 1569473265 Salme ón, An onio 1569463957, 1569468941 Sal ado -Ca ulla, L. 1569473265 Sanchez-Valdes, Daniel 1569471729 San o, Massimo De 1569473379, 1569473399 San os, And é dos 1569472793 San os, Edimilson B. Dos 1569469807 Sa oh, Ichi o 1569471265 Scha enbe ge -Schmee , Ma en 1569466551 Sedano, Ja ie 1569473123 See, John 1569472979 Sega o, Ma celo E. V. 1569471921 Sekine, Yoshi umi 1569472477 Sengup a, Soumik 1569472813 Se , Ja ie Del 1569463453, 1569469969 Se ano, M. A. 1569473445 Se ano-Gue e o, Jesús 1569472183 Seyedzadeh, Seyed Mohammad 1569459829 Sghaie , Manel 1569473757 Shamsuddin, Si i Ma iyam 1569473483 Shayeghi, Hossein 1569472067 Sheloka , P akash 1569472663 Shenoy, P akash P. 1569468941 Shinn, And ew P. 1569473203 Shi aishi, Yoichi 1569472545 Siddiqi, Umai Fa ooq 1569472545 Sil a, Ca a ina 1569473387 Sil a, Hasini De 1569474169 Simzan, Ghade 1569471845 Sinha, Ani uddha 1569472813 Sleiman, Hassan A. 1569473281 Smi i, Abi 1569472193 Snášel, Václa 1569473093, 1569474073 Sobhani, Beh ooz 1569472067 Sob ino, A. 1569472215 Sousa, Rica do 1569469555 Souza, Tha iana C. N. de 1569473339 Sqalli, Mohammed H. 1569472795 S accia, Umbe o 1569470341 Sung, And ew H. 1569473545 Šu ko ský, Ma in 1569469959 Su yakuma , Di ya 1569473545 xxi T Tagliasacchi, Ma co 1569472625 Tahi , Hassane 1569473389 Tahon, Ch is ian 1569473757 Tejeda-Lo en e, A. 1569474251 Te ami, A. 1569472335 Te amanzi, And ea G. B. 1569466495 Ti ado, F. 1569472321 Toledo, Jonay T. 1569471415 Toledo, Ped o 1569473547 To sello, Ma ia Alessand a 1569474103 T é, Guy De 1569465915 T andabăţ, Diana 1569473117 T awiński, K zysz o 1569469289 T i ino, G acian 1569469251, 1569471729 T onco, Ma io L. 1569473151 T oncoso, Alicia 1569473183 Tsunaki, Robe o H. 1569473151 Tucci, Mau o 1569468347 Tzanidou, G. 1569473555 U Ullah, Fahad 1569472703 Uloza, Vi gilijus 1569463261 Usamen iaga, Ruben 1569465161 V Vázquez-López, Luis 1569473263, 1569473319 Vajgl, Ma ek 1569469941 Val, Co al del 1569473227, 1569473669 Vale , Lionel 1569470395 Vannucci, Ma co 1569473103 Vaque izo, M a Belen 1569474273 Va gas, A iel 1569464383 Vecchioy, Massimo 1569463081, 1569463453 Vee mäe, Imbi 1569455097 Vega-Rod íguez, Miguel A. 1569466041, 1569465005, 1569471755 Vemulapalli, Smi a 1569470969 Ven u a, Sebas ián 1569471753, 1569471811 Ve ikas, An anas 1569463261 Vidal, Juan C. 1569473217 Vidal-Cas o, Ch is ian 1569472173 Vila, M. Ampa o 1569472087 Villaco a, Pablo J. 1569473279 Villag a, J. 1569471737 Villanue a, Joaquín 1569473137 Villa , José R. 1569473123 xx W Waegeman, Willem 1569469171 We e s, Ha old 1569464383 Wessel, Niels 1569472641 Wu, Jie 1569473093 Wu, QingXiang 1569471833 Wu, Yang 1569467611 X Xu, Lihong 1569467611 Xu, Man ao 1569468983 Xu, Yuan 1569467611 Y Yáñez, Ja ie 1569471583, 1569471635 Yasuda, Keiichi o 1569455629 Yazawa, Kazuyuki 1569455629 Yesil, Engin 1569471769 Yong, Hanma o 1569470019 Yoshimi, Masa o 1569469187 Z Za a, Amelia 1569471753 Zalama, Edua do 1569469287 Zanda, And ea 1569474277 Zapa a, Al edo 1569472183 Za o, F. R. 1569473347 Za azola, Edwin 1569471635 Zemou i, ET-Tahi 1569473341 Zendjebil, Imane 1569472077 Zgaya, Hay a 1569473757, 1569474257 Zhao, Qinpei 1569468983 Zoghlami, Nes ine 1569474257 Z ibi, Nozha 1569473405 Zwi , I. 1569473227 Zwi , Igo 1569473669 Žižka, Jan 1569464395