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
Kemo Adrian
PhD Student

ext. 303
Josep Lluís Arcos
Scientific Researcher

ext. 227
Eva Armengol
Tenured Scientist

ext. 226
Iker Beñaran Muñoz
PhD Student

 
Jesus Cerquides
Tenured Scientist

ext. 228
Núria Correa
Industrial PhD Student

ext. 234
Jeronimo Hernandez-Gonzalez
Contract Researcher

ext. 222
Ramon Lopez de Mantaras
Research Professor

ext. 258
Oguz Mulayim
PhD Student

ext. 206
Enric Plaza
Research Professor

ext. 215
Borja Sánchez López
Contract Engineer

ext. 266
David Sanchez-Pinsach
PhD Student

ext. 206
2019
Inmaculada RodriguezAnna PuigJuan A. Rodríguez-AguilarJosep Lluis ArcosSergi CebriánAnton BogdanovychNúria MoreraRaquel PiquéAntoni Palomo; On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game. 2019.  [BibTeX]
Zoe FalomirEnric Plaza; Towards a model of creative understanding: deconstructing and recreating conceptual blends using image schemas and qualitative spatial descriptors. Annals of Mathematics and Artificial Intelligence; 2019.  [BibTeX]
Zoe FalomirEnric Plaza; Towards a model of creative understanding: deconstructing and recreating conceptual blends using image schemas and qualitative spatial descriptors. Annals of Mathematics and Artificial Intelligence; 2019.  [BibTeX]
2018
Manfred EppeEwen MacleanRoberto ConfalonieriOliver KutzMarco SchorlemmerEnric PlazaKai-Uwe Kühnberger; A computational framework for conceptual blending. Artificial Intelligence; 2018.  [BibTeX]
Pham Tran Anh QuangKamal Deep SinghJuan A. Rodríguez-AguilarGauthier PicardKandaraj PiamratJesús CerquidesCésar Viho; AD3-GLaM: A Cooperative Distributed QoE-based Approach for SVC Video Streaming over Wireless Mesh Networks. Ad Hoc Networks; 2018.  [BibTeX]
Fèlix BouEnric PlazaMarco Schorlemmer; Amalgams, colimits, and conceptual blending. 2018.  [BibTeX]
Zoe FalomirKarina GibertEnric Plaza; Artificial Intelligence Research and Development. Current Challenges, New Trends and Applications, CCIA-2018. 21st International Conference of the Catalan Association for Artificial Intelligence, Reus, cataalonia, 8-10th October 2018; 2018.  [BibTeX]
Zoe FalomirKarina GibertEnric Plaza; Artificial Intelligence Research and Development. Current Challenges, New Trends and Applications, CCIA-2018. 21st International Conference of the Catalan Association for Artificial Intelligence, Reus, cataalonia, 8-10th October 2018; 2018.  [BibTeX]
Filippo BistaffaJuan A. Rodríguez-AguilarJesús CerquidesBlum, Christian; A Simulation Tool for Large-Scale Online Ridesharing (Demonstration). 2018.  [BibTeX]
Sergi CebriánNúria MoreraJoan Anton BarcelóIgor BogdanovicOriol López-BultóIvan CampanaAntoni PalomoRaquel PiquéJordi RevellesXavier TerradasJosep Lluis ArcosJuan A. Rodríguez-AguilarAnton BogdanovychSimeon SimoffTomas TrescakInmaculada RodriguezAnna Puig; Beyond the Virtual Reconstruction of an Archaeological Settlement. 2018.  [BibTeX]
Roberto ConfalonieriEnric PlazaMarco Schorlemmer; Computational aspects of concept invention. 2018.  [BibTeX]
Jesús CerquidesRémi EmonetGauthier PicardJuan A. Rodríguez-Aguilar; DeciMaxSum: Décimer pour résoudre des DCOP cycliques plus efficacement. 2018.  [BibTeX]
Jesús CerquidesRémi EmonetGauthier PicardJuan A. Rodríguez-Aguilar; DeciMaxSum: Using decimation to improve max-sum on cyclic DCOPs. 2018.  [BibTeX]
Oguz MulayimJosep Lluis Arcos; Perks of Being Lazy: Boosting Retrieval Performance. 2018.  [BibTeX]
Roberto ConfalonieriManfred EppeMarco SchorlemmerOliver KutzRafael PeñalozaEnric Plaza; Upward refinement operators for conceptual blending in the description logic EL++. Annals of Mathematics and Artificial Intelligence; 2018.  [BibTeX]
2017
Filippo BistaffaAlessandro FarinelliJuan A. Rodríguez-AguilarJesús CerquidesSarvapali D. Ramchurn; Algorithms for Graph-Constrained Coalition Formation in the Real World. ACM Transactions on Intelligent Systems; 2017.  [BibTeX]
Eva ArmengolJosep Puyol-Gruart; A reward-based approach for preference modeling: A case study. Journal of Applied Logic; 2017.  [BibTeX]
Francisco CruzJesús CerquidesJuan A. Rodríguez-AguilarAntonio EspinosaJuan Carlos MoureSarvapali D. RamchurnKim Svensson; Coalition Structure Generation Problems: parallelization of the IDP algorithm in multicore systems. Concurrency and computation: Practice and experience; 2017.  [BibTeX]
Marta PobletEnric Plaza; Democracy Models and Civic Technologies: Tensions, Trilemmas, and Trade-offs. 2017.  [BibTeX]
Marta PobletEnric Plaza; Democracy Models and Civic Technologies: Tensions, Trilemmas, and Trade-offs. 2017.  [BibTeX]
E. Ros-CucurullA. XicolaR.F. Palma-ÁlvarezArturo RibesL. Grau-LópezLissette LemusJosep Lluis ArcosC. Roncero; Electrodermal activity monitoring on inpatient detoxification unit. 2017.  [BibTeX]
Salas-Molina, FranciscoFrancisco MartinJuan A. Rodríguez-AguilarJoan SerràJosep Lluis Arcos; Empowering cash managers to achieve cost savings by improving predictive accuracy. International Journal of Forecasting; 2017.  [BibTeX]
Xavier FerrerEnric Plaza; On argument bundles in the Web of Experiences. AI Communications; 2017.  [BibTeX]
Marta PobletPompeu CasanovasEnric Plaza; 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. CEUR Workshop Proceedings; 2017.  [BibTeX]
Núria MoreraRaquel PiquéJoan Anton BarcelóIgor BogdanovicOriol López-BultóIvan CampanaAntoni PalomoJordi RevellesXavier TerradasJosep Lluis ArcosSergi CebriánJuan A. Rodríguez-Aguilar; The role of the archaeologist when producing a serious game. 2017.  [BibTeX]
Tarek R. BesoldKai-Uwe KühnbergerEnric Plaza; Towards a Computational- and Algorithmic-Level Account of Concept Blending Using Analogies and Amalgams. Connection Science; 2017.  [BibTeX]
Martin NettlingHenrik TreutlerJesús CerquidesGrosse, Ivo; Unrealistic phylogenetic trees may improve phylogenetic footprinting. Bioinformatics; 2017.  [BibTeX]
David Sanchez-PinsachJosep Lluis ArcosSara LaxeMontserrat BernabeuJosep Maria Tormos; Using community detection techniques to disc over non-explicit relationships in neurorehabilitation treatments. 2017.  [BibTeX]
2016
Ribes, ArturoJesús CerquidesDemiris, Yiannisde Mántaras, Ramón López; Active learning of object and body models with time constraints on a humanoid robot. IEEE Transactions on Cognitive and Developmental Systems; 2016.  [BibTeX]
Joan SerràAleksandar MaticJosep Lluis ArcosAlexandros Karatzoglou; A Genetic Algorithm to Discover Flexible Motifs with Support. 2016.  [BibTeX]
Roberto ConfalonieriEnric PlazaMarco Schorlemmer; A Process Model for Concept Invention. 2016.  [BibTeX]
Marco SchorlemmerRoberto ConfalonieriEnric Plaza; Coherent Concept Invention. 2016.  [BibTeX]
Xavier Ferrer AranEnric Plaza; Concept Discovery and Argument Bundles in the Experience Web. 2016.  [BibTeX]
Ferrer, XavierPlaza, Enric; Concept Discovery and Argument Bundles in the Experience Web. 2016.  [BibTeX]
Roberto ConfalonieriMarco SchorlemmerOliver KutzRafael PeñalozaEnric PlazaManfred Eppe; Conceptual Blending in EL++. 2016.  [BibTeX]
Moser Silva FagundesSascha OssowskiJesús CerquidesPablo Noriega; Design and evaluation of norm-aware agents based on Normative Markov Decision Processes. Int. J. Approx. Reasoning; 2016.  [BibTeX]
Nettling, MartinTreutler, HendrikJesús CerquidesGrosse, Ivo; Detecting and correcting the binding-affinity bias in ChIP-seq data using inter-species information. BMC Genomics; 2016.  [BibTeX]
Salas-Molina, FranciscoFrancisco MartinJuan A. Rodríguez-AguilarJoan SerràJosep Lluis Arcos; Empowering cash managers to achieve cost savings by improving predictive accuracy. arXiv:1605.04219 [q-fin.GN]; 2016.  [BibTeX]
Alfonso Perez-CarrilloJosep Lluis ArcosMarcelo Wanderley; Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score. 2016.  [BibTeX]
Xavier Ferrer AranJesús Giráldez-Cru; Link Prediction in Evolutionary Graphs. 2016.  [BibTeX]
Kemo AdrianPaula ChocronRoberto ConfalonieriXavier Ferrer AranJesús Giráldez-Cru; Link prediction in evolutionary graphs the case study of the CCIA network. 2016.  [BibTeX]
Kemo AdrianPaula ChocronRoberto ConfalonieriXavier FerrerJesús Giráldez-Cru; Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network. 2016.  [BibTeX]
Eva ArmengolPilar DellundeAngel García-Cerdaña; On similarity in fuzzy description logics. Fuzzy Sets and Systems; 2016.  [BibTeX]
Joan SerràJosep Lluis Arcos; Particle Swarm Optimization for Time Series Motif Discovery. Knowledge-Based Systems; 2016.  [BibTeX]
Joan SerràIsabel SerraÁlvaro CorralJosep Lluis Arcos; Ranking and significance of variable-length similarity-based time series motifs. Expert Systems with Applications, Elsevier; 2016.  [BibTeX]
Marco SchorlemmerRoberto ConfalonieriEnric Plaza; The Yoneda Path to the Buddhist Monk Blend. 2016.  [BibTeX]
2015
Kemo AdrianEnric Plaza; Agent-based agreement over concept meaning using contrast sets. 2015.  [PDF]  [BibTeX]
Eva ArmengolPilar DellundeAngel García-Cerdaña; A Logical Study of Local and Global Graded Similarities. Applied Artificial Intelligence; 2015.  [BibTeX]
Santiago OntañónEnric PlazaJichen Zhu; Argument-Based Case Revision in CBR for Story Generation. 2015.  [PDF]  [BibTeX]
Eva ArmengolJosep Puyol-Gruart; A Simple Experiment to Guide the Design of a Preference Model. 2015.  [PDF]  [BibTeX]
Manfred EppeEwen MacleanRoberto ConfalonieriMarco SchorlemmerOliver KutzEnric Plaza; ASP, Amalgamation, and the Conceptual Blending Workflow. 2015.  [PDF]  [BibTeX]
Yoke Yie ChenXavier Ferrer AranNirmalie WiratungaEnric Plaza; Aspect selection for social recommender systems. 2015.  [PDF]  [BibTeX]
Ramon López de MántarasLluís GodoEnric PlazaCarles Sierra; A Survey of Contributions to Fuzzy Logic and Ils applications to Artificial Intelligence at the IIIA. 2015.  [PDF]  [BibTeX]
Jesús CerquidesGauthier PicardJuan A. Rodríguez-Aguilar; Conception d'une place de marché pour la vente et la distribution d'énergie dans les smart grids. 2015.  [PDF]  [BibTeX]
Santiago OntañónEnric Plaza; Coordinated inductive learning using argumentation-based communication. Autonomous Agents and Multi-Agent Systems; 2015.  [PDF]  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Data Privacy with R. 2015.  [BibTeX]
Jesús CerquidesGauthier PicardJuan A. Rodríguez-Aguilar; Defining a continuous marketplace for the trading and distribution of energy in the smart grid. 2015.  [PDF]  [BibTeX]
Jesús CerquidesGauthier PicardJuan A. Rodríguez-Aguilar; Defining and solving the energy allocation problem with continuous prosumers. 2015.  [PDF]  [BibTeX]
Jesús CerquidesGauthier PicardJuan A. Rodríguez-Aguilar; Designing a marketplace for the trading and distribution of energy in the smart grid. 2015.  [PDF]  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesAlessandro FarinelliPedro MeseguerJuan A. Rodríguez-Aguilar; Efficient Inter-Team Task Allocation in RoboCup Rescue. 2015.  [PDF]  [BibTeX]
Alfonso Perez-CarrilloJosep Lluis ArcosMarcelo Wanderley; Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score. 2015.  [PDF]  [BibTeX]
Javier MoralesIosu Mendizabal BordaDavid Sanchez-PinsachMaite López-SánchezJuan A. Rodríguez-AguilarMichael WooldridgeWamberto W. Vasconcelos; Extending NormLab to Spur Research on Norm Synthesis. 2015.  [PDF]  [BibTeX]
Eva ArmengolVicenç Torra; Generalization-Based k-Anonymization. 2015.  [PDF]  [BibTeX]
Francisco CruzJesús CerquidesAntonio EspinosaJuan Carlos MoureJuan A. Rodríguez-Aguilar; Parallelisation and application of AD3 as a method for solving large scale combinatorial auctions. 2015.  [PDF]  [BibTeX]
Francisco CruzJesús CerquidesAntonio EspinosaJuan Carlos MoureJuan A. Rodríguez-Aguilar; Paving the way for Large-Scale Combinatorial Auctions. 2015.  [PDF]  [BibTeX]
Derek BridgeLuc LamontagneEnric Plaza; Report on the Twenty-Second International Conference on Case-Based Reasoning. AI Magazine; 2015.  [BibTeX]
Santiago OntañónPedro Meseguer; Speeding up operations on feature terms using constraint programming and variable symmetry. Artificial Intelligence; 2015.  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Spherical microaggregation: Anonymizing sparse vector spaces. Computers & Security; 2015.  [BibTeX]
Daniel AbrilVicenç TorraGuillermo Navarro-Arribas; Supervised learning using a symmetric bilinear form for record linkage. Information Fusion; 2015.  [BibTeX]
Juan A. Rodríguez-AguilarCarles SierraJosep Lluis ArcosMaite López-SánchezInmaculada Rodriguez; Towards next generation coordination infrastructures. Knowledge engineering review; 2015.  [PDF]  [BibTeX]
Juan A. Rodríguez-AguilarCarles SierraJosep Lluis ArcosMaite López-SánchezInmaculada Rodriguez; Towards next generation coordination infrastructures. Knowledge Eng. Review; 2015.  [BibTeX]
Reinaldo BianchiL. A. CelibertoJ.P. MatsuuraP.E. SantosRamon López de Mántaras; Transferring knowledge as heuristics in Reinforcement Learning: a case base approach. Artificial Intelligence; 2015.  [PDF]  [BibTeX]
Roberto ConfalonieriManfred EppeMarco SchorlemmerOliver KutzRafael PeñalozaEnric Plaza; Upward Refinement for Conceptual Blending in Description Logic -}An ASP-based Approach and Case Study in EL++-}. 2015.  [PDF]  [BibTeX]
Roberto ConfalonieriJoe CorneliAlison PeaseEnric PlazaMarco Schorlemmer; Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. 2015.  [PDF]  [BibTeX]
Ana PeleteiroJuan C. Burguillo-RialMichael LuckJosep Lluis ArcosJuan A. Rodríguez-Aguilar; Using reputation and adaptive coalitions to support collaboration in competitive environments. Engineering applications of artificial intelligence; 2015.  [PDF]  [BibTeX]
Ribes, ArturoJesús CerquidesDemiris, YiannisLopez de Mantaras, Ramon; Where is my keyboard? Model-based active adaptation of action-space in a humanoid robot. 2015.  [BibTeX]
2014
Joan SerràJosep Lluis Arcos; An empirical evaluation of similarity measures for time series classification. Knowledge-Based Systems; 2014.  [PDF]  [BibTeX]
Filippo BistaffaAlessandro FarinelliJesús CerquidesJuan A. Rodríguez-AguilarSarvapali D. Ramchurn; Anytime Coalition Structure Generation on Scale-Free and Community Networks. 2014.  [PDF]  [BibTeX]
Filippo BistaffaAlessandro FarinelliJesús CerquidesJuan A. Rodríguez-AguilarSarvapali D. Ramchurn; Anytime coalition structure generation on synergy graphs. 2014.  [PDF]  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Aprendizaje supervisado para el enlace de registros a través de la media ponderada. 2014.  [PDF]  [BibTeX]
Atilim Günes BaydinRamon López de MántarasSantiago Ontañón; A Semantic Network-based Evolutionary Algorithm for Modeling Memetic Evolution and Creativity. Evolutionary Intelligence; 2014.  [PDF]  [BibTeX]
Ramon López de Mántaras; A Survey of Artificial Intelligence Research at the IIIA. AI Magazine; 2014.  [PDF]  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesAlessandro FarinelliPedro MeseguerJuan A. Rodríguez-Aguilar; Binary max-sum for multi-team task allocation in RoboCup Rescue. 2014.  [PDF]  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesAlessandro FarinelliPedro MeseguerJuan A. Rodríguez-Aguilar; Binary max-sum for multi-team task allocation in RoboCup Rescue. 2014.  [BibTeX]
Luc LamontagneEnric Plaza; Case-Based Reasoning Research and Development - Proc. ICCBR-14. 2014.  [BibTeX]
Vicenç TorraYasuo NarukawaDaniel Abril; Comparing fuzzy measures through their Möbius transform. 2014.  [BibTeX]
Marta PobletPablo NoriegaEnric Plaza; Crowd Intelligence: Foundations, Methods, and Practices (CROWD 2014). 2014.  [PDF]  [BibTeX]
Tomas TrescakCarles SierraSimeon SimoffRamon López de Mántaras; Dispute Resolution Using Argumentation-Based Mediation. CoRR; 2014.  [PDF]  [BibTeX]
Tomas TrescakCarles SierraSimeon SimoffRamon López de Mántaras; Dispute Resolution Using Argumentation-Based Mediation. 2014.  [PDF]  [BibTeX]
Guillermo Navarro-ArribasDaniel AbrilVicenç Torra; Dynamic anonymous index for confidential data. 2014.  [BibTeX]
driverless vehicles, fleet management, intelligent systems, intelligent transportation; Dynamic Coordination in Fleet Management Systems: Toward Smart Cyber Fleets. Intelligent Systems; 2014.  [PDF]  [BibTeX]
Toni Penya AlbaMeritxell VinyalsJesús CerquidesJuan A. Rodríguez-Aguilar; Exploiting Max-Sum for the Decentralized Assembly of High-Valued Supply Chains.. 2014.  [PDF]  [BibTeX]
Ana PeleteiroJuan C. Burguillo-RialJosep Lluis ArcosJuan A. Rodríguez-Aguilar; Fostering cooperation through dynamic coalition formation and partner switching. ACM Transactions on Autonomous and Adaptive Systems; 2014.  [PDF]  [BibTeX]
Eva ArmengolPilar DellundeAngel García-Cerdaña; Local and Global Similarities in Fuzzy Class Theory.. 2014.  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesPedro Meseguer; MAS-Planes: A Multi-Agent Simulation Environment to Investigate Decentralized Coordination for Teams of UAVs (Demonstration). 2014.  [PDF]  [BibTeX]
Javier MoralesIosu MendizabalDavid Sanchez-PinsachMaite López-SánchezMichael WooldridgeWamberto W. Vasconcelos; NormLab: A Framework to Support Research on Norm Synthesis (Demonstration). 2014.  [PDF]  [BibTeX]
Xavier Ferrer AranYoke Yie ChenNirmalie WiratungaEnric Plaza; Preference and Sentiment Guided Social Recommendations with Temporal Dynamics. 2014.  [PDF]  [BibTeX]
Yoke Yie ChenXavier Ferrer AranNirmalie WiratungaEnric Plaza; Sentiment and Preference Guided Social Recommendation. 2014.  [PDF]  [BibTeX]
Joan SerràMeinard MüllerPeter GroscheJosep Lluis Arcos; Unsupervised music structure annotation by time series structure features and segment similarity. IEEE Trans. on Multimedia, Special Issue on Music Data Mining; 2014.  [PDF]  [BibTeX]
Javier MoralesIosu MendizabalDavid Sanchez-PinsachMaite López-SánchezJuan A. Rodríguez-Aguilar; Using IRON to Build Frictionless On-line Communities. AI Communications; 2014.  [PDF]  [BibTeX]
2013
Nayyar A. ZaidiJesús CerquidesMark J. CarmanGeoff Webb; Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting. Journal of Machine Learning Research; 2013.  [BibTeX]
Josep Lluis ArcosEnric GuausTan Hakan Ozaslan; Analyzing musical expressivity with a soft computing approach. Fuzzy Sets and Systems; 2013.  [BibTeX]
Santiago OntañónEnric Plaza; An Approach to Re-representation in Relational Learning. 2013.  [PDF]  [BibTeX]
Toni Penya AlbaBoris MikhaylovMarc Pujol-GonzalezBruno RosellJesús CerquidesJuan A. Rodríguez-AguilarMarc EstevaAngela FabreguesJordi MadrenasCarles SierraCarlos CarrascosaVicente JulianMario RodrigoMatteo Vassirani; An Environment to Build and Track Agent-Based Business Collaboration. 2013.  [PDF]  [BibTeX]
Javier MoralesIosu MendizabalDavid Sanchez-PinsachMaite López-SánchezJuan A. Rodríguez-Aguilar; Applying IRON to a Virtual Community Scenario. 2013.  [PDF]  [BibTeX]
Toni Penya AlbaJuan A. Rodríguez-AguilarJesús CerquidesMeritxell Vinyals; CHAINME: Fast Decentralized Finding of Better Supply Chains. 2013.  [PDF]  [BibTeX]
Francisco CruzJesús CerquidesAntonio EspinosaJuan Carlos MoureSarvapali D. RamchurnJuan A. Rodríguez-Aguilar; Coalition Structure Generation Problems: optimization and parallelization of the IDP algorithm. 2013.  [PDF]  [BibTeX]
Joan SerràJosep Lluis ArcosAlejandro Garcia-RudolphAlberto García-MolinaTeresa RoigJosep Maria Tormos; Cognitive prognosis of acquired brain injury patients using machine learning techniques. 2013.  [PDF]  [BibTeX]
Ramon López de Mántaras; Computational Creativity. ARBOR Ciencia, Pensamiento y Cultura; 2013.  [PDF]  [BibTeX]
José Luis FernándezGiovanna Di Marzo SerugendoSara MontagnaMirko ViroliJosep Lluis Arcos; Description and composition of bio-inspired design patterns: a complete overview. Natural Computing; 2013.  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesPedro MeseguerMilind TambeJuan A. Rodríguez-Aguilar; Engineering the decentralized coordination of UAVs with limited communication range. 2013.  [PDF]  [BibTeX]
Jordi Roca LacostenaJesús Cerquides; Generalizing Semiring induced Valuation Algebras. 2013.  [PDF]  [BibTeX]
Joan SerràÁlvaro CorralMarián BoguñáMartín HaroJosep Lluis Arcos; Measuring quantitative trends in western popular music. 2013.  [BibTeX]
Joan SerràTan Hakan OzaslanJosep Lluis Arcos; Note onset deviations as musical piece signatures. PLoS ONE; 2013.  [BibTeX]
Marc Pujol-GonzalezJesús CerquidesGonzalo Escalada-ImazPedro MeseguerJuan A. Rodríguez-Aguilar; On Binary Max-Sum and Tractable HOPs. 2013.  [PDF]  [BibTeX]
Jordi MarésVicenç Torra; On the Protection of Social Network-Extracted Categorical Microdata. 2013.  [BibTeX]
Francisco CruzJesús CerquidesAntonio EspinosaJuan Carlos MoureJuan A. Rodríguez-Aguilar; Optimizing Performance for Coalition Structure Generation Problems' IDP Algorithm. 2013.  [PDF]  [BibTeX]
Antonio A. Sánchez-Ruiz-GranadosSantiago OntañónPedro A. González-Calero; Refinement-Based Similarity Measure over DL Conjunctive Queries. 2013.  [BibTeX]
Toni Penya AlbaMeritxell VinyalsJesús CerquidesJuan A. Rodríguez-Aguilar; Social Value Propagation for Supply Chain Formation. 2013.  [PDF]  [BibTeX]
Kim SvenssonSarvapali D. RamchurnFrancisco CruzJuan A. Rodríguez-AguilarJesús Cerquides; Solving the Coalition Structure Generation Problem on a GPU. 2013.  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Towards a private vector space model for confidential documents. 2013.  [PDF]  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Vector space model anonymization. 2013.  [BibTeX]
2012
Joan SerràJosep Lluis Arcos; A competitive measure to assess the similarity between two time series. 2012.  [PDF]  [BibTeX]
José Luis FernándezJosep Lluis ArcosGiovanna Di Marzo Serugendo; A Decentralised Approach for Detecting Dynamically Changing Diffuse Event Sources in Noisy WSN Environments. Applied Artificial Intelligence; 2012.  [BibTeX]
Santiago OntañónPilar DellundeLluís GodoEnric Plaza; A Defeasible Reasoning Model of Inductive Concept Learning from Examples and Communication. Artificial Intelligence; 2012.  [PDF]  [BibTeX]
Jordi MarésVicenç Torra; An Evolutionary Optimization Approach for Categorical Data Protection. 2012.  [BibTeX]
Toni Penya AlbaMeritxell VinyalsJesús CerquidesJuan A. Rodríguez-Aguilar; A scalable Message-Passing Algorithm for Supply Chain Formation. 2012.  [PDF]  [BibTeX]
Atilim Günes BaydinRamon López de MántarasSantiago Ontañón; Automated Generation of Cross-Domain Analogies via Evolutionary Computation. 2012.  [PDF]  [BibTeX]
Tan Hakan OzaslanXavier SerraJosep Lluis Arcos; Characterization of Embellishments in Ney Performances of Makam Music in Turkey. 2012.  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Choquet integral for record linkage. Annals of Operations Research; 2012.  [PDF]  [BibTeX]
Jordi MarésVicenç Torra; Clustering-Based Categorical Data Protection. 2012.  [BibTeX]
Arturo RibesJesús CerquidesYiannis DemirisRamon López de Mántaras; Context-GMM: Incremental Learning of Sparse Priors for Gaussian Mixture Regression. 2012.  [PDF]  [BibTeX]
Santiago OntañónPedro Meseguer; Efficient Operations in Feature Terms using Constraint Programming. 2012.  [BibTeX]
Arnau RamisaDavid AldavertShrihari VasudevanRicardo ToledoRamon López de Mántaras; Evaluation of Three Vision-Based Object Perception Methods for a Mobile Robotic Platform. Journal of Intelligent and Robotic Systems; 2012.  [PDF]  [BibTeX]
Atilim Günes BaydinRamon López de Mántaras; Evolution of Ideas: A Novel Memetic Algorithm Based on Semantic Network. 2012.  [PDF]  [BibTeX]
Victor BellónJesús CerquidesIvo Grosse; Gaussian Join Tree classifiers with applications to mass spectra classification. 2012.  [BibTeX]
Santiago OntañónJosep Lluis ArcosJosep Puyol-GruartEusebio CarasusanDaniel GiribetDavid de la CruzIsmel BritoCarlos López de Toro; GENA: A Case-Based Approach to the Generation of Audio-visual Narratives. 2012.  [BibTeX]
Javier MurilloDaniel AbrilVicenç Torra; Heuristic Supervised Approach for Record Linkage. 2012.  [PDF]  [BibTeX]
Daniel AbrilGuillermo Navarro-ArribasVicenç Torra; Improving record linkage with supervised learning for disclosure risk assessment. Information Fusion; 2012.  [PDF]  [BibTeX]
Arturo RibesJesús CerquidesYiannis DemirisRamon López de Mántaras; Incremental Learning of an Optical Flow Model for Sensorimotor Anticipation in a Mobile Robot. 2012.  [PDF]  [BibTeX]
Joan SerràÁlvaro CorralMarián BoguñáMartín HaroJosep Lluis Arcos; Measuring the evolution of contemporary western popular music. Scientific Reports; 2012.  [PDF]  [BibTeX]
Josep Lluis Arcos; Music And Similarity-Based Reasoning. 2012.  [BibTeX]
Marco SchorlemmerJoaquín AbiánCarles SierraDavid de la CruzLorenzo BernacchioniEnric JaénAdrián Perreau de Pinninck BasManuel Atencia; P2P Proteomics - Data Sharing for Enhanced Protein Identification. Automated Experimentation; 2012.  [PDF]  [BibTeX]
Joan SerràÁlvaro CorralMarián BoguñáMartín HaroJosep Lluis Arcos; Patterns, regularities, and evolution of contemporary popular music. 2012.  [PDF]  [BibTeX]
Computational Creativity, Computer Music; Playing with Cases: Rendering Expressive Music with Case-Based Reasoning. AI Magazine; 2012.  [PDF]  [BibTeX]
Joan SerràÁlvaro CorralMarián BoguñáMartín HaroJosep Lluis Arcos; Quantifying the evolution of popular music. 2012.  [BibTeX]
Toni Penya AlbaMeritxell VinyalsJesús CerquidesJuan A. Rodríguez-Aguilar; RB-LBP: Scaling Up Decentralized supply chain formation. 2012.  [BibTeX]
Eva ArmengolAngel García-Cerdaña; Refining Discretizations of Continuous-Valued Attributes. 2012.  [PDF]  [BibTeX]
L. A. CelibertoJ.P. MatsuuraRamon López de MántarasReinaldo Bianchi; Reinforcement Learning with Case-Based Heuristics for RoboCup Soccer Keepaway. 2012.  [PDF]  [BibTeX]
Toni Penya AlbaMeritxell VinyalsJesús CerquidesJuan A. Rodríguez-Aguilar; Scalable decentralized supply chain formation through binarized belief propagation. 2012.  [PDF]  [BibTeX]
Tan Hakan OzaslanXavier SerraJosep Lluis Arcos; Signal Analysis of Ney Performances. 2012.  [PDF]  [BibTeX]
Santiago OntañónEnric Plaza; Similarity Measures over Refinement Graphs. Machine Learning; 2012.  [PDF]  [BibTeX]
Peter GroscheJoan SerràMeinard MüllerJosep Lluis Arcos; Structure-based audio fingerprinting for music retrieval. 2012.  [PDF]  [BibTeX]