Jesus Cerquides

  • Tenured Researcher
  • Tenured Researcher
  • IIIA-CSIC
79

Publications

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Readers

10

h-index

325

Citations

3157

Views

Research Interests

Machine Learning Bayesian learning Probabilistic Graphical Models Multiagent systems Distributed constraint optimization

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About

Jesús Cerquides is a tenured scientist at the Artificial Intelligence Research Institute (IIIA) of the Spanish Council for Scientific Research where he works in the Department of Learning Systems.

He is actively conducting research in the areas of probabilistic graphical models and multi-agent systems. More specifically he is working in:
* Bayesian learning of Bayesian network classifiers, where he collaborates with the group of Prof. Webb, Monash University, Australia.
* Probabilistic approaches for phylogenetic footprinting, where he collaborates with Prof. Grosse, University of Halle, Germany.
* Collaborative multiagent systems (coalition structure generation, supply chain formation, auctions, optimization), where he collaborates with Prof. Farinelli, University of Verona, Italy, Prof. Ramchurn, University of Southampton, UK and Prof. Rodriguez, IIIA-CSIC, Spain.

Formerly he was associate professor in the University of Barcelona, where he founded the Volume Visualization and Artificial Intelligence Research Group. Prior to that he was head of iSOCOLab, Chief Technology Officer, co-founder and member of the board at Intelligent Software Components and Associate Director at UBS IT Research Lab. He obtained his MSc in Informatics (1995) and was awarded as the best 1995 degree level student in Computer Science in Spain. He got his PhD in Artificial Intelligence (2003) from Technical University of Catalonia.

Prof. Cerquides has lead several industrial research projects and participated in many academic research projects in the areas of machine learning and multi-agent systems. He is actively publishing in the main conferences and journals in these areas. He has served in the program committee of several first level conferences such as ECML or AAMAS and workshops such as PGM, AMEC and GTDT. He has reviewed papers for the most relevant artificial intelligence journals. He has acted as reviewer for Spanish and Czech research programmes. He actively collaborates with the next Einstein Initiative by teaching regularly at the African Institute for Mathematical Sciences to help in the scientific development of African students.

Publications

Active Learning of Object and Body Models with Time Constraints on a Humanoid Robot

Ribes A, Demiris Y

IEEE Transactions on Cognitive and Developmental Systems (2016)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Defining a Continuous Marketplace for the Trading and Distribution of Energy in the Smart Grid

Cerquides J, Picard G, Rodríguez-Aguilar J

Second Workshop on Interfaces between Multiagent Systems, Machine Learning and Complex Systems. (2015)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Designing a Marketplace for the Trading and Distribution of Energy in the Smart Grid

Cerquides J, Picard G, Rodriguez-Aguilar J

AAMAS (2015)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Efficient Inter-Team Task Allocation in RoboCup Rescue

Pujol-Gonzalez M, Cerquides J

AAMAS (2015)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Parallelisation and Application of AD 3 as a Method for Solving Large Scale Combinatorial Auctions

Cruz-Mencia F, Cerquides J

Coordination Models and Languages (2015)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Professional experience

Tenured Researcher

IIIA-CSIC

March 2010 - Present

Assistant Professor

European University Barcelona

January 2003 - January 2010 (7 years)

Education history

Autonomous University of Barcelona

Degree of Mathemathics

September 2007 - July 2011 (3 years 10 months)

Barcelona School of Informatics (UPC)

Phd in Artificial Intelligence

September 1995 - December 2003 (8 years 3 months)

Universitat Politecnica de Catalunya - Polytechnical University of Catalunya

Degree in Computer Science

September 1990 - September 1995 (5 years)