Publications - Artificial Intelligence and Machine Learning Research group (UPF)


2019
Germano, Fabrizio; Gómez, Vicenç; Le Mens, Gaël. The Few-get-richer: a surprising consequence of popularity-based rankings. En: WWW '19 The World Wide Web Conference. 1 ed. ACM; 2019. p. 2764-2770. Publication link e-Repositori
2018
Amarasinghe, Ishari; Hernández Leo, Davinia; Manathunga, Kalpani; Jonsson, Anders. Sustaining continuous collaborative learning flows in MOOCs: orchestration agent approach. Journal of Universal Computer Science 2018; 24(8): 1034-1051. e-Repositori
Aragón, Pablo; Bermejo, Yago; Gómez, Vicenç; Kaltenbrunner, Andreas. Interactive Discovery System for Direct Democracy. En: ASONAM 2018 proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. 1 ed. IEEE; 2018. p. 601-604. e-Repositori
Bucchiarone A, Furelos-Blanco D, Jonsson A, Khandokar F, Mourshed M. Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility. En: AA.VV. 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018). 1 ed. 2018. p. 1880-1882. e-Repositori
Corominas-Murtra B, Sànchez Fibla M, Valverde S, Solé R. Chromatic transitions in the emergence of syntax networks. Royal Society Open Science 2018; 5(12). Publication link e-Repositori
Furelos-Blanco D, Bucchiarone A, Jonsson A. CARPooL: Collective Adaptation using concuRrent PLanning. En: AA.VV. 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018). 1 ed. 2018. p. 1815-1817. e-Repositori
Furelos-Blanco D, Jonsson A. Solving Concurrent Multiagent Planning using Classical Planning. En: AA.VV. Proceedings of the 6th Workshop on Distributed and Multi-Agent Planning. 1 ed. AAAI; 2018. p. 8-16. e-Repositori
Furelos-Blanco D, Jonsson A, Palacios H, Jiménez S. Forward-Temporal Planning with Simultaneous Events. En: AA.VV. 13th Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS 2018). 1 ed. 2018.
Furelos-Blanco D, Jonsson A, Palacios H, Jiménez S. Forward-Search Temporal Planning with Simultaneous Events. En: AA.VV. COPLAS 2018 Proceedings of the 13th Workshop on Constraint Satisfaction Techniques for Planning and Scheduling. 1 ed. 2018. p. 11-20. e-Repositori
Lykousas, Nikolaos; Gómez, Vicenç; Patsakis, Constantinos. Adult Content in Social Live Streaming Services: Characterizing Deviant Users and Relationships. En: 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). 1 ed. 2018. p. 375-382. Other resources
Molkaraie, Mehdi; Gómez, Vicenç. Monte Carlo methods for the ferromagnetic potts model using factor graph duality. IEEE Transactions on Information Theory 2018; 34(12): 7449-7464. Publication link e-Repositori
Nunes, C; De Craene, M; Langet, H; Camara, O; Jonsson, A. A. A Monte Carlo tree search approach to learning decision trees. 1 ed. Proceedings 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018; 2018 Dec 17-20; Orlando, Florida. Piscataway, NJ: Institute of Electrical and Electronics Engineers; 2018.
Segovia-Aguas, J., Jiménez, S., Jonsson, A. Computing hierarchical finite state controllers with classical planning. Journal of Artificial Intelligence Research 2018; 62: 755-797. Publication link

Germano, Fabrizio; Gómez, Vicenç; Le Mens, Gaël. The Few-get-richer: a surprising consequence of popularity-based rankings. En: WWW '19 The World Wide Web Conference. 1 ed. ACM; 2019. p. 2764-2770.