Learning Systems

The research of this group focuses on the development of machine learning algorithms, models, software and applications. From an algorithmic/modeling perspective, the group pursues research in Probabilittic Graphical Models,  Case-Base Reasoning, Transfer Learning, and Deep Learning. From the software and applications perspective the group concentrates on the application areas such as Social Networks, Music, Robotics, Multiagent Systems, Bioinformatics, and Healthcare.

Head of Department:  Josep Lluís Arcos
2020
Zoe Falomir,  & Enric Plaza (2020). Towards a model of creative understanding: deconstructing and recreating conceptual blends using image schemas and qualitative spatial descriptors. Annals of Mathematics and Artificial Intelligence, 88, 457-477. [BibTeX]
2019
Inmaculada Rodriguez,  Anna Puig,  Juan A. Rodríguez-Aguilar,  Josep Lluis Arcos,  Sergi Cebrián,  Anton Bogdanovych,  Núria Morera,  Raquel Piqué,  & Antoni Palomo (2019). On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game. International Symposium on Gamification and Games for Learning (GamiLearn 2019) . CEUR-WS.org. [BibTeX]
2018
Manfred Eppe,  Ewen Maclean,  Roberto Confalonieri,  Oliver Kutz,  Marco Schorlemmer,  Enric Plaza,  & Kai-Uwe Kühnberger (2018). A computational framework for conceptual blending. Artificial Intelligence. [BibTeX]
Pham Tran Anh Quang,  Kamal Deep Singh,  Juan A. Rodríguez-Aguilar,  Gauthier Picard,  Kandaraj Piamrat,  Jesús Cerquides,  & César Viho (2018). AD3-GLaM: A Cooperative Distributed QoE-based Approach for SVC Video Streaming over Wireless Mesh Networks. Ad Hoc Networks. [BibTeX]
Fèlix Bou,  Enric Plaza,  & Marco Schorlemmer (2018). Amalgams, colimits, and conceptual blending. Concept Invention: Foundations, Implementation, Social Aspects and Applications. [BibTeX]
Zoe Falomir,  Karina Gibert,  & Enric Plaza (2018). Artificial Intelligence Research and Development. Current Challenges, New Trends and Applications, CCIA-2018 . [BibTeX]
Filippo Bistaffa,  Juan A. Rodríguez-Aguilar,  Jesús Cerquides,  & Blum, Christian (2018). A Simulation Tool for Large-Scale Online Ridesharing (Demonstration). International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018) . [BibTeX]
Sergi Cebrián,  Núria Morera,  Joan Anton Barceló,  Igor Bogdanovic,  Oriol López-Bultó,  Ivan Campana,  Antoni Palomo,  Raquel Piqué,  Jordi Revelles,  Xavier Terradas,  Josep Lluis Arcos,  Juan A. Rodríguez-Aguilar,  Anton Bogdanovych,  Simeon Simoff,  Tomas Trescak,  Inmaculada Rodriguez,  & Anna Puig (2018). Beyond the Virtual Reconstruction of an Archaeological Settlement. Computer Applications and Quantitative Methods in Archaeology (CAA) international conference . [BibTeX]
Roberto Confalonieri,  Enric Plaza,  & Marco Schorlemmer (2018). Computational aspects of concept invention. Concept Invention. Foundations, Implementation, Social Aspects and Applications. [BibTeX]
Jesús Cerquides,  Rémi Emonet,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2018). DeciMaxSum: Décimer pour résoudre des DCOP cycliques plus efficacement. 26emes Journées Francophones sur les Systèmes Multi-Agents (JSFMA 2018) . [BibTeX]
Jesús Cerquides,  Rémi Emonet,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2018). DeciMaxSum: Using decimation to improve max-sum on cyclic DCOPs. Artificial Intelligence Research and Development. [BibTeX]
Oguz Mulayim,  & Josep Lluis Arcos (2018). Perks of Being Lazy: Boosting Retrieval Performance. Twenty-Sixth International Conference on Case-Based Reasoning . [BibTeX]
Roberto Confalonieri,  Manfred Eppe,  Marco Schorlemmer,  Oliver Kutz,  Rafael Peñaloza,  & Enric Plaza (2018). Upward refinement operators for conceptual blending in the description logic EL++. Annals of Mathematics and Artificial Intelligence. [BibTeX]
2017
Filippo Bistaffa,  Alessandro Farinelli,  Juan A. Rodríguez-Aguilar,  Jesús Cerquides,  & Sarvapali D. Ramchurn (2017). Algorithms for Graph-Constrained Coalition Formation in the Real World. ACM Transactions on Intelligent Systems. [BibTeX]
Eva Armengol,  & Josep Puyol-Gruart (2017). A reward-based approach for preference modeling: A case study. Journal of Applied Logic. [BibTeX]
Francisco Cruz,  Jesús Cerquides,  Juan A. Rodríguez-Aguilar,  Antonio Espinosa,  Juan Carlos Moure,  Sarvapali D. Ramchurn,  & Kim Svensson (2017). Coalition Structure Generation Problems: parallelization of the IDP algorithm in multicore systems. Concurrency and computation: Practice and experience. [BibTeX]
Marta Poblet,  & Enric Plaza (2017). Democracy Models and Civic Technologies: Tensions, Trilemmas, and Trade-offs. Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with (IJCAI 2017), Melbourne, Australia, August 19, 2017. . [BibTeX]
Marta Poblet,  & Enric Plaza (2017). Democracy Models and Civic Technologies: Tensions, Trilemmas, and Trade-offs. Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 19, 2017. . [BibTeX]
E. Ros-Cucurull,  A. Xicola,  R.F. Palma-Álvarez,  Arturo Ribes,  L. Grau-López,  Lissette Lemus,  Josep Lluis Arcos,  & C. Roncero (2017). Electrodermal activity monitoring on inpatient detoxification unit. 30th ECNP Congress . [BibTeX]
Salas-Molina, Francisco,  Francisco Martin,  Juan A. Rodríguez-Aguilar,  Joan Serrà,  & Josep Lluis Arcos (2017). Empowering cash managers to achieve cost savings by improving predictive accuracy. International Journal of Forecasting. [BibTeX]
Xavier Ferrer,  & Enric Plaza (2017). On argument bundles in the Web of Experiences. AI Communications. [BibTeX]
Marta Poblet,  Pompeu Casanovas,  & Enric Plaza (2017). Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 19, 2017 . [BibTeX]
Núria Morera,  Raquel Piqué,  Joan Anton Barceló,  Igor Bogdanovic,  Oriol López-Bultó,  Ivan Campana,  Antoni Palomo,  Jordi Revelles,  Xavier Terradas,  Josep Lluis Arcos,  Sergi Cebrián,  & Juan A. Rodríguez-Aguilar (2017). The role of the archaeologist when producing a serious game. 23rd Annual Meeting of the European Association of Archaeologists . [BibTeX]
Tarek R. Besold,  Kai-Uwe Kühnberger,  & Enric Plaza (2017). Towards a Computational- and Algorithmic-Level Account of Concept Blending Using Analogies and Amalgams. Connection Science. [BibTeX]
Martin Nettling,  Henrik Treutler,  Jesús Cerquides,  & Grosse, Ivo (2017). Unrealistic phylogenetic trees may improve phylogenetic footprinting. Bioinformatics. [BibTeX]
David Sanchez-Pinsach,  Josep Lluis Arcos,  Sara Laxe,  Montserrat Bernabeu,  & Josep Maria Tormos (2017). Using community detection techniques to disc over non-explicit relationships in neurorehabilitation treatments. 20th International Conference of the Catalan Association for Artificial Intelligence . [BibTeX]
2016
Ribes, Arturo,  Jesús Cerquides,  Demiris, Yiannis,  & de Mántaras, Ramón López (2016). Active learning of object and body models with time constraints on a humanoid robot. IEEE Transactions on Cognitive and Developmental Systems. [BibTeX]
Joan Serrà,  Aleksandar Matic,  Josep Lluis Arcos,  & Alexandros Karatzoglou (2016). A Genetic Algorithm to Discover Flexible Motifs with Support. IEEE 16th International Conference on Data Mining Workshops . [BibTeX]
Roberto Confalonieri,  Enric Plaza,  & Marco Schorlemmer (2016). A Process Model for Concept Invention. Proceedings of the Seventh International Conference on Computational Creativity, Paris, France, June 28 - July 1, 2016. . [BibTeX]
Marco Schorlemmer,  Roberto Confalonieri,  & Enric Plaza (2016). Coherent Concept Invention. Computational Creativity, Concept Invention, and General Intelligence, Bolzano, Italy, August 20 - 21, 2016. . [BibTeX]
Xavier Ferrer Aran,  & Enric Plaza (2016). Concept Discovery and Argument Bundles in the Experience Web. Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings . [BibTeX]
Ferrer, Xavier,  & Plaza, Enric (2016). Concept Discovery and Argument Bundles in the Experience Web. International Conference on Case-Based Reasoning . [BibTeX]
Roberto Confalonieri,  Marco Schorlemmer,  Oliver Kutz,  Rafael Peñaloza,  Enric Plaza,  & Manfred Eppe (2016). Conceptual Blending in EL++. Proceedings of the 29th International Workshop on Description Logics, Cape Town, South Africa, April 22-25, 2016. . [BibTeX]
Moser Silva Fagundes,  Sascha Ossowski,  Jesús Cerquides,  & Pablo Noriega (2016). Design and evaluation of norm-aware agents based on Normative Markov Decision Processes. Int. J. Approx. Reasoning. [BibTeX]
Nettling, Martin,  Treutler, Hendrik,  Jesús Cerquides,  & Grosse, Ivo (2016). Detecting and correcting the binding-affinity bias in ChIP-seq data using inter-species information. BMC Genomics. [BibTeX]
Salas-Molina, Francisco,  Francisco Martin,  Juan A. Rodríguez-Aguilar,  Joan Serrà,  & Josep Lluis Arcos (2016). Empowering cash managers to achieve cost savings by improving predictive accuracy. arXiv:1605.04219 [q-fin.GN]. [BibTeX]
Alfonso Perez-Carrillo,  Josep Lluis Arcos,  & Marcelo Wanderley (2016). Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score. Music, Mind and Embodient. 11th International Symposium CMMR 2015.. [BibTeX]
Kemo Adrian,  Paula Chocron,  Roberto Confalonieri,  Xavier Ferrer Aran,  & Jesús Giráldez-Cru (2016). Link prediction in evolutionary graphs the case study of the CCIA network. 19 October 2016 through 21 October 2016 . [BibTeX]
Kemo Adrian,  Paula Chocron,  Roberto Confalonieri,  Xavier Ferrer,  & Jesús Giráldez-Cru (2016). Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network. Artificial Intelligence Research and Development - Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19-21, 2016 . [BibTeX]
Eva Armengol,  Pilar Dellunde,  & Angel García-Cerdaña (2016). On similarity in fuzzy description logics. Fuzzy Sets and Systems. [BibTeX]
Joan Serrà,  & Josep Lluis Arcos (2016). Particle Swarm Optimization for Time Series Motif Discovery. Knowledge-Based Systems. [BibTeX]
Joan Serrà,  Isabel Serra,  Álvaro Corral,  & Josep Lluis Arcos (2016). Ranking and significance of variable-length similarity-based time series motifs. Expert Systems with Applications, Elsevier. [BibTeX]
Marco Schorlemmer,  Roberto Confalonieri,  & Enric Plaza (2016). The Yoneda Path to the Buddhist Monk Blend. Proceedings of the Joint Ontology Workshops 2016 Episode 2: The French Summer of Ontology co-located with the 9th International Conference on Formal Ontology in Information Systems (FOIS 2016), Annecy, France, July 6-9, 2016. . [BibTeX]
2015
Kemo Adrian,  & Enric Plaza (2015). Agent-based agreement over concept meaning using contrast sets. Artificial Intelligence Research and Development: Proc. 18th Catalan Conference on Artificial Intelligence. [BibTeX]  [PDF]
Eva Armengol,  Pilar Dellunde,  & Angel García-Cerdaña (2015). A Logical Study of Local and Global Graded Similarities. Applied Artificial Intelligence. [BibTeX]
Santiago Ontañón,  Enric Plaza,  & Jichen Zhu (2015). Argument-Based Case Revision in CBR for Story Generation. Case-Based Reasoning Research and Development, Proc. ICCBR-2015 . [BibTeX]  [PDF]
Eva Armengol,  & Josep Puyol-Gruart (2015). A Simple Experiment to Guide the Design of a Preference Model. Artificial Intelligence Research and Development, Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. [BibTeX]  [PDF]
Manfred Eppe,  Ewen Maclean,  Roberto Confalonieri,  Marco Schorlemmer,  Oliver Kutz,  & Enric Plaza (2015). ASP, Amalgamation, and the Conceptual Blending Workflow . [BibTeX]  [PDF]
Yoke Yie Chen,  Xavier Ferrer Aran,  Nirmalie Wiratunga,  & Enric Plaza (2015). Aspect selection for social recommender systems . [BibTeX]  [PDF]
Ramon López de Mántaras,  Lluís Godo,  Enric Plaza,  & Carles Sierra (2015). A Survey of Contributions to Fuzzy Logic and Ils applications to Artificial Intelligence at the IIIA. Enric Trillas: A Passion for Fuzzy Sets - A Collection of Recent Works on Fuzzy Logic. [BibTeX]  [PDF]
Jesús Cerquides,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2015). Conception d'une place de marché pour la vente et la distribution d'énergie dans les smart grids. 23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15) . [BibTeX]  [PDF]
Santiago Ontañón,  & Enric Plaza (2015). Coordinated inductive learning using argumentation-based communication. Autonomous Agents and Multi-Agent Systems. [BibTeX]  [PDF]
Daniel Abril,  Guillermo Navarro-Arribas,  & Vicenç Torra (2015). Data Privacy with R. Advanced Research in Data Privacy. [BibTeX]
Jesús Cerquides,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2015). Defining a continuous marketplace for the trading and distribution of energy in the smart grid. Second Workshop on Synergies Between Multiagent Systems, Machine Learning and Complex Systems (TRI 2015) . [BibTeX]  [PDF]
Jesús Cerquides,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2015). Defining and solving the energy allocation problem with continuous prosumers. Artificial Intelligence Research and Development. Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. [BibTeX]  [PDF]
Jesús Cerquides,  Gauthier Picard,  & Juan A. Rodríguez-Aguilar (2015). Designing a marketplace for the trading and distribution of energy in the smart grid. AAMAS '15: Proceedings of the 14th international conference on autonomous agents and multiagent systems . [BibTeX]  [PDF]
Marc Pujol-Gonzalez,  Jesús Cerquides,  Alessandro Farinelli,  Pedro Meseguer,  & Juan A. Rodríguez-Aguilar (2015). Efficient Inter-Team Task Allocation in RoboCup Rescue. AAMAS '15: Proceedings of the 14th international conference on autonomous agents and multiagent systems . [BibTeX]  [PDF]
Alfonso Perez-Carrillo,  Josep Lluis Arcos,  & Marcelo Wanderley (2015). Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score. 11th International Symposium on Computer Music Multidisciplinary Research (CMMR) . [BibTeX]  [PDF]
Javier Morales,  Iosu Mendizabal Borda,  David Sanchez-Pinsach,  Maite López-Sánchez,  Juan A. Rodríguez-Aguilar,  Michael Wooldridge,  & Wamberto W. Vasconcelos (2015). Extending NormLab to Spur Research on Norm Synthesis . [BibTeX]  [PDF]
Eva Armengol,  & Vicenç Torra (2015). MDAI 2015. In V. Torra and Y. Narukawa (Eds.), MDAI 2015 (pp. 207-218). Spriger-Verlag. [BibTeX]  [PDF]
Francisco Cruz,  Jesús Cerquides,  Antonio Espinosa,  Juan Carlos Moure,  & Juan A. Rodríguez-Aguilar (2015). Parallelisation and application of AD3 as a method for solving large scale combinatorial auctions. COORDINATION 2015 . [BibTeX]  [PDF]
Francisco Cruz,  Jesús Cerquides,  Antonio Espinosa,  Juan Carlos Moure,  & Juan A. Rodríguez-Aguilar (2015). Paving the way for Large-Scale Combinatorial Auctions. AAMAS '15: Proceedings of the 14th international conference on autonomous agents and multiagent systems . [BibTeX]  [PDF]
Derek Bridge,  Luc Lamontagne,  & Enric Plaza (2015). Report on the Twenty-Second International Conference on Case-Based Reasoning. AI Magazine. [BibTeX]
Santiago Ontañón,  & Pedro Meseguer (2015). Speeding up operations on feature terms using constraint programming and variable symmetry. Artificial Intelligence. [BibTeX]
Daniel Abril,  Guillermo Navarro-Arribas,  & Vicenç Torra (2015). Spherical microaggregation: Anonymizing sparse vector spaces. Computers & Security. [BibTeX]
Daniel Abril,  Vicenç Torra,  & Guillermo Navarro-Arribas (2015). Supervised learning using a symmetric bilinear form for record linkage. Information Fusion. [BibTeX]
Juan A. Rodríguez-Aguilar,  Carles Sierra,  Josep Lluis Arcos,  Maite López-Sánchez,  & Inmaculada Rodriguez (2015). Towards next generation coordination infrastructures. Knowledge engineering review. [BibTeX]  [PDF]
Juan A. Rodríguez-Aguilar,  Carles Sierra,  Josep Lluis Arcos,  Maite López-Sánchez,  & Inmaculada Rodriguez (2015). Towards next generation coordination infrastructures. Knowledge Eng. Review. [BibTeX]
Reinaldo Bianchi,  L. A. Celiberto,  J.P. Matsuura,  P.E. Santos,  & Ramon López de Mántaras (2015). Transferring knowledge as heuristics in Reinforcement Learning: a case base approach. Artificial Intelligence. [BibTeX]  [PDF]
Roberto Confalonieri,  Manfred Eppe,  Marco Schorlemmer,  Oliver Kutz,  Rafael Peñaloza,  & Enric Plaza (2015). Upward Refinement for Conceptual Blending in Description Logic -}An ASP-based Approach and Case Study in EL++-}. IJCAI-15 International Workshop on Ontologies and Logic Programming for Query Answering . [BibTeX]  [PDF]
Roberto Confalonieri,  Joe Corneli,  Alison Pease,  Enric Plaza,  & Marco Schorlemmer (2015). Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. International Conference on Computational Creativity . [BibTeX]  [PDF]
Ana Peleteiro,  Juan C. Burguillo-Rial,  Michael Luck,  Josep Lluis Arcos,  & Juan A. Rodríguez-Aguilar (2015). Using reputation and adaptive coalitions to support collaboration in competitive environments. Engineering applications of artificial intelligence. [BibTeX]  [PDF]
Ribes, Arturo,  Jesús Cerquides,  Demiris, Yiannis,  & Lopez de Mantaras, Ramon (2015). Where is my keyboard? Model-based active adaptation of action-space in a humanoid robot. Humanoid Robots (Humanoids), 2015 IEEE-RAS 15th International Conference on . [BibTeX]
2014
Joan Serrà,  & Josep Lluis Arcos (2014). An empirical evaluation of similarity measures for time series classification. Knowledge-Based Systems. [BibTeX]  [PDF]
Filippo Bistaffa,  Alessandro Farinelli,  Jesús Cerquides,  Juan A. Rodríguez-Aguilar,  & Sarvapali D. Ramchurn (2014). Anytime Coalition Structure Generation on Scale-Free and Community Networks. International Joint Workshop on Optimisation in Multi-Agent Systems and Distributed Constraint Reasoning (OptMAS-DCR) . [BibTeX]  [PDF]
Filippo Bistaffa,  Alessandro Farinelli,  Jesús Cerquides,  Juan A. Rodríguez-Aguilar,  & Sarvapali D. Ramchurn (2014). Anytime coalition structure generation on synergy graphs. AAMAS '14: Proceedings of the 13th international conference on autonomous agents and multi Agent Systems . [BibTeX]  [PDF]
Daniel Abril,  Guillermo Navarro-Arribas,  & Vicenç Torra (2014). Aprendizaje supervisado para el enlace de registros a través de la media ponderada. XIII Reunin Española sobre Criptologa y Seguridad de la Información . [BibTeX]  [PDF]
Atilim Günes Baydin,  Ramon López de Mántaras,  & Santiago Ontañón (2014). A Semantic Network-based Evolutionary Algorithm for Modeling Memetic Evolution and Creativity. Evolutionary Intelligence. [BibTeX]  [PDF]
Ramon López de Mántaras (2014). A Survey of Artificial Intelligence Research at the IIIA. AI Magazine. [BibTeX]  [PDF]
Marc Pujol-Gonzalez,  Jesús Cerquides,  Alessandro Farinelli,  Pedro Meseguer,  & Juan A. Rodríguez-Aguilar (2014). Binary max-sum for multi-team task allocation in RoboCup Rescue. Optimisation in Multi-Agent Systems and Distributed Constraint Reasoning (OptMAS-DCR) . [BibTeX]  [PDF]
Marc Pujol-Gonzalez,  Jesús Cerquides,  Alessandro Farinelli,  Pedro Meseguer,  & Juan A. Rodríguez-Aguilar (2014). Binary max-sum for multi-team task allocation in RoboCup Rescue. Optimisation in Multi-Agent Systems and Distributed Constraint Reasoning (OptMAS-DCR) . [BibTeX]
Luc Lamontagne,  & Enric Plaza (2014). Case-Based Reasoning Research and Development - Proc. ICCBR-14 . [BibTeX]
Vicenç Torra,  Yasuo Narukawa,  & Daniel Abril (2014). Comparing fuzzy measures through their Möbius transform. Information Fusion . [BibTeX]
Marta Poblet,  Pablo Noriega,  & Enric Plaza (2014). Crowd Intelligence: Foundations, Methods, and Practices (CROWD 2014) . [BibTeX]  [PDF]
Tomas Trescak,  Carles Sierra,  Simeon Simoff,  & Ramon López de Mántaras (2014). Dispute Resolution Using Argumentation-Based Mediation. CoRR. [BibTeX]  [PDF]
Tomas Trescak,  Carles Sierra,  Simeon Simoff,  & Ramon López de Mántaras (2014). Dispute Resolution Using Argumentation-Based Mediation. European Conference on Social Intelligence (ECSI-2014) . [BibTeX]  [PDF]
Guillermo Navarro-Arribas,  Daniel Abril,  & Vicenç Torra (2014). Dynamic anonymous index for confidential data. Data Privacy Management and Autonomous Spontaneous Security . [BibTeX]
Toni Penya Alba,  Meritxell Vinyals,  Jesús Cerquides,  & Juan A. Rodríguez-Aguilar (2014). Exploiting Max-Sum for the Decentralized Assembly of High-Valued Supply Chains.. AAMAS '14: Proceedings of the 13th international conference on autonomous agents and multiagent systems . [BibTeX]  [PDF]
Ana Peleteiro,  Juan C. Burguillo-Rial,  Josep Lluis Arcos,  & Juan A. Rodríguez-Aguilar (2014). Fostering cooperation through dynamic coalition formation and partner switching. ACM Transactions on Autonomous and Adaptive Systems. [BibTeX]  [PDF]
Eva Armengol,  Pilar Dellunde,  & Angel García-Cerdaña (2014). Local and Global Similarities in Fuzzy Class Theory.. CCIA'14 . [BibTeX]
Marc Pujol-Gonzalez,  Jesús Cerquides,  & Pedro Meseguer (2014). MAS-Planes: A Multi-Agent Simulation Environment to Investigate Decentralized Coordination for Teams of UAVs (Demonstration) . [BibTeX]  [PDF]
Javier Morales,  Iosu Mendizabal,  David Sanchez-Pinsach,  Maite López-Sánchez,  Michael Wooldridge,  & Wamberto W. Vasconcelos (2014). NormLab: A Framework to Support Research on Norm Synthesis (Demonstration) . [BibTeX]  [PDF]
Xavier Ferrer Aran,  Yoke Yie Chen,  Nirmalie Wiratunga,  & Enric Plaza (2014). Preference and Sentiment Guided Social Recommendations with Temporal Dynamics. Research and Development in Intelligent Systems XXXI. [BibTeX]  [PDF]
Yoke Yie Chen,  Xavier Ferrer Aran,  Nirmalie Wiratunga,  & Enric Plaza (2014). Sentiment and Preference Guided Social Recommendation. International Conference on Case-Based Reasoning 2014 . [BibTeX]  [PDF]
Joan Serrà,  Meinard Müller,  Peter Grosche,  & Josep Lluis Arcos (2014). Unsupervised music structure annotation by time series structure features and segment similarity. IEEE Trans. on Multimedia, Special Issue on Music Data Mining. [BibTeX]  [PDF]
Javier Morales,  Iosu Mendizabal,  David Sanchez-Pinsach,  Maite López-Sánchez,  & Juan A. Rodríguez-Aguilar (2014). Using IRON to Build Frictionless On-line Communities. AI Communications. [BibTeX]  [PDF]
2013
Nayyar A. Zaidi,  Jesús Cerquides,  Mark J. Carman,  & Geoff Webb (2013). Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting. Journal of Machine Learning Research. [BibTeX]
Josep Lluis Arcos,  Enric Guaus,  & Tan Hakan Ozaslan (2013). Analyzing musical expressivity with a soft computing approach. Fuzzy Sets and Systems. [BibTeX]
Santiago Ontañón,  & Enric Plaza (2013). An Approach to Re-representation in Relational Learning. CCIA 2013 - Sixteenth International Conference of the Catalan Association of Artificial Intelligence . [BibTeX]  [PDF]
Toni Penya Alba,  Boris Mikhaylov,  Marc Pujol-Gonzalez,  Bruno Rosell,  Jesús Cerquides,  Juan A. Rodríguez-Aguilar,  Marc Esteva,  Angela Fabregues,  Jordi Madrenas,  Carles Sierra,  Carlos Carrascosa,  Vicente Julian,  Mario Rodrigo,  & Matteo Vassirani (2013). An Environment to Build and Track Agent-Based Business Collaboration. Agreement Technologies (Law, Governance and Technology Series). [BibTeX]  [PDF]
Javier Morales,  Iosu Mendizabal,  David Sanchez-Pinsach,  Maite López-Sánchez,  & Juan A. Rodríguez-Aguilar (2013). Applying IRON to a Virtual Community Scenario. Artificial Intelligence Research and Development: Proceedings of the 16th International Conference of the Catalan Association for Artificial Intelligence.. [BibTeX]  [PDF]
Toni Penya Alba,  Juan A. Rodríguez-Aguilar,  Jesús Cerquides,  & Meritxell Vinyals (2013). CHAINME: Fast Decentralized Finding of Better Supply Chains. AAMAS '13: Proceedings of the 12th international conference on autonomous agents and multiagent systems . [BibTeX]  [PDF]
Francisco Cruz,  Jesús Cerquides,  Antonio Espinosa,  Juan Carlos Moure,  Sarvapali D. Ramchurn,  & Juan A. Rodríguez-Aguilar (2013). Coalition Structure Generation Problems: optimization and parallelization of the IDP algorithm. OPTMAS 6th International Workshop @AAMAS on Optimization in Agent Systems . [BibTeX]  [PDF]
Joan Serrà,  Josep Lluis Arcos,  Alejandro Garcia-Rudolph,  Alberto García-Molina,  Teresa Roig,  & Josep Maria Tormos (2013). Cognitive prognosis of acquired brain injury patients using machine learning techniques. Int. Conf. on Advanced Cognitive Technologies and Applications (COGNITIVE) . [BibTeX]  [PDF]
Ramon López de Mántaras (2013). Computational Creativity. ARBOR Ciencia, Pensamiento y Cultura. [BibTeX]  [PDF]
José Luis Fernández,  Giovanna Di Marzo Serugendo,  Sara Montagna,  Mirko Viroli,  & Josep Lluis Arcos (2013). Description and composition of bio-inspired design patterns: a complete overview. Natural Computing. [BibTeX]
Marc Pujol-Gonzalez,  Jesús Cerquides,  Pedro Meseguer,  Milind Tambe,  & Juan A. Rodríguez-Aguilar (2013). Engineering the decentralized coordination of UAVs with limited communication range. CAEPIA 2013 . [BibTeX]  [PDF]
Jordi Roca Lacostena,  & Jesús Cerquides (2013). Generalizing Semiring induced Valuation Algebras . [BibTeX]  [PDF]
Joan Serrà,  Álvaro Corral,  Marián Boguñá,  Martín Haro,  & Josep Lluis Arcos (2013). Measuring quantitative trends in western popular music. CRM-Imperial College Workshop in Complex Systems . [BibTeX]
Joan Serrà,  Tan Hakan Ozaslan,  & Josep Lluis Arcos (2013). Note onset deviations as musical piece signatures. PLoS ONE. [BibTeX]
Marc Pujol-Gonzalez,  Jesús Cerquides,  Gonzalo Escalada-Imaz,  Pedro Meseguer,  & Juan A. Rodríguez-Aguilar (2013). On Binary Max-Sum and Tractable HOPs. 11th European Workshop on Multi-agent Systems (EUMAS 2013) . [BibTeX]  [PDF]
Jordi Marés,  & Vicenç Torra (2013). On the Protection of Social Network-Extracted Categorical Microdata. Citizen in Sensor Networks. [BibTeX]
Francisco Cruz,  Jesús Cerquides,  Antonio Espinosa,  Juan Carlos Moure,  & Juan A. Rodríguez-Aguilar (2013). Optimizing Performance for Coalition Structure Generation Problems' IDP Algorithm. The 2013 International Conference on Parallel and Distributed Processing Techniques and Applications . [BibTeX]  [PDF]
Antonio A. Sánchez-Ruiz-Granados,  Santiago Ontañón,  & Pedro A. González-Calero (2013). Refinement-Based Similarity Measure over DL Conjunctive Queries. ICCBR 2013, International Conference on Case Based reasoning . [BibTeX]
Toni Penya Alba,  Meritxell Vinyals,  Jesús Cerquides,  & Juan A. Rodríguez-Aguilar (2013). Social Value Propagation for Supply Chain Formation. OPTMAS 6th International Workshop @AAMAS on Optimization in Agent Systems . [BibTeX]  [PDF]
Kim Svensson,  Sarvapali D. Ramchurn,  Francisco Cruz,  Juan A. Rodríguez-Aguilar,  & Jesús Cerquides (2013). Solving the Coalition Structure Generation Problem on a GPU. OPTMAS 6th International Workshop @AAMAS on Optimization in Agent Systems . [BibTeX]
Daniel Abril,  Guillermo Navarro-Arribas,  & Vicenç Torra (2013). Towards a private vector space model for confidential documents. Symposium On Applied Computing . [BibTeX]  [PDF]
Daniel Abril,  Guillermo Navarro-Arribas,  & Vicenç Torra (2013). Vector space model anonymization. CCIA 2013 - Sixteenth International Conference of the Catalan Association of Artificial Intelligence . [BibTeX]
2012
Joan Serrà,  & Josep Lluis Arcos (2012). A competitive measure to assess the similarity between two time series. 20th International Conference on Case-Based Reasoning (ICCBR-12) . [BibTeX]  [PDF]
José Luis Fernández,  Josep Lluis Arcos,  & Giovanna Di Marzo Serugendo (2012). A Decentralised Approach for Detecting Dynamically Changing Diffuse Event Sources in Noisy WSN Environments. Applied Artificial Intelligence. [BibTeX]