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

Abstract

Organizations of agents based on Virtual Organizations needs to be supported by a coordinated effort that explicitly determines how the agents should be organized and carry out the actions and tasks assigned to them. The interactions of a multi-agent system cannot be only related to the agent and the communication skills, but also to the concepts of organizational engineering. Moreover, nowadays there is a clear trend towards using methods and tools that can help to develop and simulate virtual organizations by means of multiagent systems (MAS). Simulation is used for several purposes ranging from work flow to system's procedures representation. The contribution from agent based computing to the field of computer simulation mediated by ABS (Agent Based Simulation) is a new paradigm for the simulation of complex systems that require a high level of interaction between the entities of the system. The main goal of this work is a new global coordination model for an agent organization in a simulation context. The innovation of this work consists of the dynamic and adaptive planning capability to distribute tasks among the agent of the organization. The middleware used for simulation makes it possible to visualize the emergent agent behaviour and the entity agent.

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

Author: Rodríguez González, Sara,Prieta Pintado, Fernando de la,Zato Domínguez, Davinia Carolina,Corchado Rodríguez, Juan Manuel,Bajo, Javier
Publisher: IEEE
Year: 2011
Source: https://gredos.usal.es/bitstream/10366/134904/2/2011_isda.pdf
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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
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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
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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

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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
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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
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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