Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings

362 Pages·2015·24.564 MB·English

by  José M. Puerta, José A. Gámez, Bernabe Dorronsoro, Edurne Barrenechea, Alicia Troncoso, Bruno Baruque, Mikel Galar (eds.)

José M. Puerta · José A. Gámez
Bernabé Dorronsoro · Edurne Barrenechea
Alicia Troncoso · Bruno Baruque
Mikel Galar (Eds.)
2 Advances in
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16th Conference of the Spanish Association
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Albacete, Spain, November 9–12, 2015, Proceedings
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Lecture Notes in Arti cial Intelligence 9422
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
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Jos M. Puerta Jos A. G mez
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Bernab Dorronsoro Edurne Barrenechea
(cid:129)
Alicia Troncoso Bruno Baruque
(cid:129)
Mikel Galar (Eds.)
Advances in
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Arti cial Intelligence
16th Conference of the Spanish Association
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for Arti cial Intelligence, CAEPIA 2015
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Albacete, Spain, November 9 12, 2015
Proceedings
123
Editors
JoséM.Puerta Alicia Troncoso
University of Castilla-La Mancha PablodeOlavide University
Albacete Sevilla
Spain Spain
JoséA.Gámez BrunoBaruque
University of Castilla-La Mancha University of Burgos
Albacete Burgos
Spain Spain
BernabéDorronsoro Mikel Galar
University of Cadiz Public University of Navarre
Cadiz Pamplona
Spain Spain
Edurne Barrenechea
Public University of Navarre
Pamplona
Spain
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-319-24597-3 ISBN978-3-319-24598-0 (eBook)
DOI 10.1007/978-3-319-24598-0
LibraryofCongressControlNumber:2015949405
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
Thisvolumecontainsaselectionofthepapersacceptedfororalpresentationatthe16th
ConferenceoftheSpanishAssociationforArtificialIntelligence(CAEPIA2015),held
in Albacete (Spain), during November 9–12, 2015. This was the 16th biennial con-
ferenceintheCAEPIAseries,whichwasstartedin1985.Previouseditionstookplace
in Madrid, Alicante, Málaga, Murcia, Gijón, Donostia, Santiago de Compostela,
Salamanca, Seville, La Laguna, and Madrid.
This time, CAEPIA was coordinated with various symposia, each one corre-
sponding to a main track in Artificial Intelligence (AI) research: II Symposium on
Evolutionary Algorithms and Metaheuristics (JAEM), II Symposium on Information
Fusion and Ensembles (FINO), V Symposium of Fuzzy Logic and Soft Computing
(LODISCO),VIISymposiumofTheoryandApplicationsofDataMining (TAMIDA)
and the Symposium on Artificial Intelligence Technology Transfer (TTIA). Further-
more, five workshops devoted to specific topics in AI research were associated with
CAEPIA2015:FirstWorkshopinBigDataandScalableDataAnalytics(BIGDADE),
Workshop on Social Robotics and Human–Robot Interaction (RSIM), Workshop on
Intelligent Systems and Environment (SIMAB), Workshop on Linked Data Usage in
Spanish: Present and Future (UDEEPF), and the Third Workshop on Intelligent
Metaheuristics on Logistics Planning (MILP). We would like to highlight that two
oftheseevents(LODISCOandBIGDADE)couldnothavebeenorganizedwithoutthe
collaboration of two thematic research networks funded by the Spanish Government
(MINECO): the Network on Fuzzy Logic and Soft Computing (Red Temática en
Lógica Difusa y Soft Computing), LODISCO (TIN2014-56381-REDT) and the Net-
workonBigDataandScalableDataAnalysis(RedTemáticaenBigDatayAnálisisde
Datos Escalables), BIGDADE (TIN2014-56425-REDT).
CAEPIA is aforum open toworldwide researchers topresentand discusstheir last
scientific and technological advances in AI. Its main aims are to facilitate the dis-
semination of new ideas and experiences, to strengthen the links among the different
research groups, and to help spread new developments to society. All perspectives —
theory,methodology,andapplications—arewelcome.Apartfromthepresentationof
technical full papers, the scientific program of CAEPIA 2015 included three invited
lectures, a Doctoral Consortium and, as a follow-up to the success achieved with
CAEPIA 2013, a special session on outstanding recent papers (Key Works) already
published in renowned journals or forums.
With the aim of maintaining CAEPIA as a high-quality conference, and following
the model of current demanding AI conferences, the CAEPIA review process runs
under the double-blind model. The number of submissions received by CAEPIA and
associated tracks was 175; however, in order to produce a high-quality volume with
selected papers, the authors were requested to mark their paper as candidate to be
publishedintheLNAIvolume.Thisdecision,madebytheauthors,playsanimportant
role as quality filter, and thus only 49 of the 175 submissions attained this mark.
VI Preface
These 49 papers were carefully peer-reviewed by three members of the CAEPIA
ProgramCommitteewiththehelpofadditionalreviewersfromtheassociatedsymposia
and workshops. The reviewers judged the overall quality of the submitted papers,
together with their originality and novelty, technical correctness, awareness of related
work, and quality of presentation. The reviewers stated their confidence in the subject
areainadditiontodetailedwrittencomments.Onthebasisofthereviews,theprogram
chairs made the final decisions. After the review process, 31 out of the 49 marked
papers were accepted for oral presentation and publication in this volume. This
selectioncontainspapersfromtheCAEPIAmaintrack,LODISCO,JAEM,TAMIDA,
FINO, SIMAB, BIGDADE, UDEEPF and RSIM.
The three distinguished invited speakers at CAEPIA 2015 were Pedro Meseguer
(CSIC, Spain), Nuria Oliver (Telefónica I+D, Spain) and Manuela Veloso (Carnegie
Mellon University, USA). They presented three very interesting topics on current AI
research: “Constraint Programming: A Powerful Technology for AI” (Meseguer),
“Towards Data-Driven Models of Human Behavior” (Oliver) and “Human–Robot
Interaction in Symbiotic Autonomous Mobile Service Robots” (Veloso).
The Doctoral Consortium (DC) was specially designed for the interaction between
PhD students and senior researchers. AEPIA and the organization of CAEPIA will
recognize the best PhD work submitted to the DC with a prize, as well as the best
student and conference paper presented at CAEPIA 2015. Furthermore, for the first
time,andwiththeaimofpromotingthepresenceofwomeninAIresearch,anewprize
wassetatCAEPIA2015:theFrancesAllenaward,whichisdevotedtothetwobestAI
PhD Thesis presented by a woman during the last two years.
The editors would like to thank everyone who contributed to CAEPIA 2015 and
associatedevents:theauthorsofthepapers,themembersoftheScientificCommittees,
additionalreviewers,theinvitedspeakers,etc.ThanksarealsoduetoJacintoAriasand
Javier Cózar, who designed the website of the CAEPIA conference, managed it, and
compiled the proceedings. Final thanks go to the Organizing Committee, our local
sponsors(UCLM,DSI,ESIIandI3A),theEasyChairandSpringerteams,andAEPIA
for their support.
July 2015 José M. Puerta
José A. Gámez
Bernabé Dorronsoro
Edurne Barrenechea
Alicia Troncoso
Bruno Baruque
Mikel Galar
Organization
General Chairs
José A. Gámez Universidad de Castilla-La Mancha, Spain
José M. Puerta Universidad de Castilla-La Mancha, Spain
Program Chairs
Pedro Aguilera-Aguilera (SIMAB) Ismael García-Varea (RSIM)
Enrique Alba (JAEM) Francisco Herrera (BIGDADE)
Amparo Alonso-Betanzos (BIGDADE) Luis Martínez (LODISCO)
Ramón Álvarez-Valdés (MIPL) Jesús Martínez-Gómez (RSIM)
Edurne Barrenechea (LODISCO) José L. Molina (SIMAB)
Bruno Baruque (FINO) Francisco Parreño (MIPL)
Pablo Bustos (RSIM) José M. Puerta (CAEPIA)
Miguel A. Cazorla (RSIM) Mariano Rico (UDEEPF)
Emilio Corchado (FINO) José C. Riquelme (TAMIDA)
María J. Del Jesús (BIGDADE) Rafael Rumí-Rodríguez (SIMAB)
Bernabé Dorronsoro (JAEM) Emilio Soria (TTIA)
Mikel Galar (FINO) Alicia Troncoso (TAMIDA)
José A. Gámez (CAEPIA) Boris Villazón-Terrazas (UDEEPF)
Raul García-Castro (UDEPF)
Program Committee
Jesús Aguilar, Spain Jaume Bacardit, UK
Pedro Aguilera-Aguilera, Spain Emili Balaguer, UK
Enrique Alba, Spain Edurne Barrenechea, Spain
Jesus Alcalá, Spain Bruno Baruque, Spain
Rafael Alcalá, Spain Benjamín Bedregal, Spain
Amparo Alonso-Betanzos, Spain José M. Benítez, Spain
Ada Álvarez, Spain Pablo Bermejo, Spain
Ramón Álvarez-Valdés, Spain Concha Bielza, Spain
Carlos Ansótegui, Spain Christian Blum, Spain
Alessandro Antonucci, Switzerland Daniel Borrajo, Spain
Lourdes Araujo, Spain Juan Botía, UK
Marta Arias, Spain Alberto Bugarín, Spain
Gualberto Asencio-Cortés, Spain Humberto Bustince, Spain
Ghislain Atemezing, France Pablo Bustos, Spain
VIII Organization
Pedro Cabalar, Spain José A. Gámez, Spain
José M. Cadenas, Spain Juan Gómez Sanchis, Spain
José Luis Calvo-Rolle, Spain Manuel Gómez-Olmedo, Spain
Cassio de Campos, UK José Hernández-Orallo, Spain
Andrés Cano, Spain Francisco Herrera, Spain
Cristóbal J. Carmona, Spain Enrique Herrera-Viedma, Spain
Gema Carmona, UK Cesar Hervás, Spain
Andre Carvalho, Brazil Juan F. Huete, Spain
Miguel A. Cazorla, Spain Inaki Inza, Spain
Francisco Chicano, Spain Juan Luis J. Laredo, Spain
Francisco Chiclana, UK Luis Jiménez, Spain
Carlos A. Coello Coello, Mexico Vicente Julian, Spain
Ángel Corberán, Spain George Katsirelos, France
Emilio Corchado, Spain Etienne E. Kerre, Belgium
Óscar Cordón, Spain Manuel Laguna, USA
Carlos Cotta, Spain M. Teresa Lamata, Spain
Inés Couso, Spain Dario Landa Silva, UK
Bernard De Baets, Belgium Pedro Larrañaga, Spain
Luis M. De Campos, Spain Daniel Le Berre, France
Luis De La Ossa, Spain Amaury Lendasse, USA
José Del Campo-Ávila, Spain Jordi Levy, Spain
Juan José Del Coz, Spain Carlos Linares, Spain
María José Del Jesús, Spain Paulo Lisboa, UK
José Del Sagrado, Spain Bonifacio Llamazares, Spain
Irene Díaz, Spain Jose Antonio Lozano, Spain
Bernabé Dorronsoro, Spain Manuel Lozano, Spain
Didier Dubois, France Beatriz López, Spain
Juan José Durillo, Spain Andrew Macfarlane, UK
Richard Duro, Spain Nicolas Madrid, Czech Republic
Pablo Escandell Montero, Spain Luis Magdalena, Spain
Alberto Fernández, Spain Lawrence Mandow, Spain
Antonio J. Fernández, Spain Felip Manya, Spain
Antonio Fernández-Caballero, Spain Carlos D.M. Hinarejos, Spain
Juan M. Fernández-Luna, Spain Jesús Martínez-Gómez, Spain
Francesc J. Ferri, Spain Ester Martínez-Martín, Spain
M. Julia Flores, Spain Ana Martínez, Denmark
Mikel Galar, Spain Luis Martínez, Spain
Ismael García-Varea, Spain María Martínez-Ballesteros, Spain
Lluis Godó, Spain José M. Martínez Martínez, Spain
Daniel Gómez, Spain Francisco Martínez-Álvarez, Spain
Jorge Gómez-Sanz, Spain Vicente Matellán, Spain
Pedro González, Spain Belén Melián, Spain
Manuel Graña, Spain Pedro Meseguer, Spain
Sergio Guadarrama, USA Daniel Molina, Spain
Huang Guangbin, Singapore José M. Molina, Spain
Josechu Guerrero, Spain Susana Montes, Spain
Organization IX
Serafín Moral, Spain Michael Rovatsos, UK
J. Marcos Moreno, Spain Rafael Rumí-Rodríguez, Spain
José A. Moreno, Spain Jorge Sales, Spain
Juan A. Nepomuceno, Spain Antonio Salmerón, Spain
Hermann Ney, The Netherlands Roberto Santana, Spain
Thomas D. Nielsen, Denmark José A. Sanz, Spain
Manuel Ojeda-Aciego, Spain Ángel Sappa, Spain
José A. Olivas, Spain Cristina Sarasua, Spain
Eugénio Oliveira, Portugal Eduardo Segredo, Spain
Eva Onaindia, Spain Carles Sierra, Spain
Sascha Ossowski, Spain Emilio Soria, Spain
Francisco Parreño, Spain Thomas Stützle, Switzerland
Juan Pavón, Spain Luis Enrique Sucar, Mexico
Antonio Peregrín, Spain Luciano Sánchez, Spain
José M. Peña, Sweden M. Inés Torres, Spain
Rafael Peñaloza, Italy Alicia Troncoso, Spain
Filiberto Plá, Spain Laura Uusitalo, Finland
Héctor Pomares, Spain M. Belen Vaquerizo, Spain
José M. Puerta, Spain Sebastián Ventura, Spain
Javier Pérez-Florido, Spain José Luís Verdegay, Spain
Helena Ramalhinho Lourenco, Spain Joan Vila Francés, Spain
M.J. Ramírez, Spain José Ramón Villar, Spain
Mariano Rico, Spain Pedro Villar, Spain
Juan Pedro Rigol, Spain Mateu Villaret, Spain
José C. Riquelme, Spain Jordi Vitria, Spain
Ramón Rizo, Spain Amelia Zafra, Spain
Juan J. Rodríguez, Spain Marta Zorrilla, Spain
Emma Rollón, Spain Pedro Zorrilla, Spain
Jesús Ángel Román Gallego, Spain
Organizing Committee
José Antonio Gámez, UCLM (Chair)
José Miguel Puerta, UCLM (Chair)
Juan Ángel Aledo, UCLM
Juan Ignacio Alonso, UCLM
María Teresa Alonso, UCLM
Jacinto Arias, UCLM
Pablo Bermejo, UCLM
Javier Cózar, UCLM
María Julia Flores, UCLM
Ismael García-Varea, UCLM
Jesús Martínez-Gómez, UCLM
Luis de la Ossa, UCLM