Department:
Learning Systems
Position:
Scientific Researcher
Research areas:
- Combinatorial Optimisation
- Multiagent Systems
- Approximate Reasoning and Soft computing
- Machine Learning
- Optimisation
- Probabilistic Graphical Models
Impact areas:
- Smart Cities
- Transport / Automotive
- Healthcare
SDGs:
- GOAL 11: Sustainable Cities and Communities
- GOAL 9: Industry, Innovation & Infrastructure
Phone Extension:
228
E-mail:
cerquide@iiia.csic.es
2021
Filippo Bistaffa,
Christian Blum,
Jesús Cerquides,
Alessandro Farinelli,
& Juan A. Rodríguez-Aguilar
(2021).
A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers.
IEEE Transactions on Intelligent Transportation Systems, 22, 119-130.
https://doi.org/10.1109/TITS.2019.2954982.
[BibTeX]
[PDF]
2020
Jerónimo Hernández-González,
& Jesús Cerquides
(2020).
A Robust Solution to Variational Importance Sampling of Minimum Variance.
Entropy, 22, 1405.
https://doi.org/10.3390/e22121405.
[BibTeX]
[PDF]
Filippo Bistaffa,
Juan A. Rodríguez-Aguilar,
& Jesús Cerquides
(2020).
Predicting Requests in Large-Scale Online P2P Ridesharing.
arXiv preprint arXiv:2009.02997.
[BibTeX]
[PDF]
Jesús Cerquides,
Juan A. Rodríguez-Aguilar,
Rémi Emonet,
& Gauthier Picard
(2020).
Solving Highly Cyclic Distributed Optimization Problems Without Busting the Bank: A Decimation-based Approach.
Logic Journal of the IGPL.
https://doi.org/10.1093/jigpal/jzaa069.
[BibTeX]
2019
David Sanchez-Pinsach,
Oguz Mulayim,
Jennifer Grau-Sánchez,
Emma Segura,
Berta Juan-Corbella,
Josep Lluis Arcos,
Jesus Cerquides,
Monique Messaggi-Sartor,
Esther Duarte,
& Antoni Rodriguez-Fornells
(2019).
Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients.
Jordi Sabater-Mir, Vicenç Torra, Isabel Aguilo, & Manuel González-Hidalgo (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 170--175).
IOS Press.
https://doi.org/10.3233/FAIA190120.
[BibTeX]
2018
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, 80, 1-15.
https://doi.org/10.1016/j.adhoc.2018.07.005.
[BibTeX]
Filippo Bistaffa,
Juan A. Rodríguez-Aguilar,
Jesús Cerquides,
& Christian Blum
(2018).
A Simulation Tool for Large-Scale Online Ridesharing (Demonstration).
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018)
(pp. 1797-1799).
IFAAMAS.
https://doi.org/https://dl.acm.org/citation.cfm?id=3237981.
[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]
Jesus Cerquides,
Rémi Emonet,
Gauthier Picard,
& Juan A. Rodríguez-Aguilar
(2018).
Decimaxsum: Décimer pour résoudre des dcop cycliques plus efficacement. In Journées Francophones sur les Systèmes Multi-Agents.
.
[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 (pp 27-36).
IOS Press.
[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, 8, 1-24.
https://doi.org/10.1145/3040967.
[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.
https://doi.org/10.1002/cpe.3969.
[BibTeX]
Jesús Cerquides,
Rémi Emonet,
Gauthier Picard,
& Juan A. Rodríguez-Aguilar
(2017).
Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems.
arXiv preprint arXiv:1706.02209.
[BibTeX]
[PDF]
Martin Nettling,
Henrik Treutler,
Jesús Cerquides,
& Ivo Grosse
(2017).
Unrealistic phylogenetic trees may improve phylogenetic footprinting.
Bioinformatics.
[BibTeX]
2016
Arturo Ribes,
Jesús Cerquides,
Yiannis Demiris,
& Ramón López Mántaras
(2016).
Active learning of object and body models with time constraints on a humanoid robot.
IEEE Transactions on Cognitive and Developmental Systems, 8, 26-41.
[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, 78, 33-61.
https://doi.org/10.1016/j.ijar.2016.06.005.
[BibTeX]
Martin Nettling,
Hendrik Treutler,
Jesús Cerquides,
& Ivo Grosse
(2016).
Detecting and correcting the binding-affinity bias in ChIP-seq data using inter-species information.
BMC Genomics, 17, 347.
https://doi.org/10.1186/s12864-016-2682-6.
[BibTeX]
2015
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]
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.
E. Armengol, D. Boixader, & F. Grimaldo (Eds.),
Artificial Intelligence Research and Development. Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence.
IOS Press.
[BibTeX]
[PDF]
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