Publications
2018
- F. Torrent-Fontbona and B. López. Personalised adaptive CBR bolus recommender system for type 1 diabetes. IEEE Journal of Biomedical and Health Informatics, In Press, DOI 10.1109/JBHI.2018.2813424, 2018.
- F. Torrent-Fontbona. Adaptive basal insulin recommender system based on Kalman filter for type 1 diabetes. Expert Systems with Applications, 11: 1-7, DOI 10.1016/j.eswa.2018.02.015, 2018.
- N. Mordvanyuk, F. Torrent-Fontbona and B. López. Prediction of Glucose Level Conditions from Sequential Data. The 11th International Conference on Advanced Technologies & Treatments for Diabetes, 2018. e-Poster
2017
- N. Mordvanyuk, F. Torrent-Fontbona and B. López. Prediction of glucose level conditions from sequential data. Recent Advances in Artificial Intelligence Research and Development. Proceedings of the 20th International Conference of the Catalan Association for Artificial Intelligence, 300: 227-232, DOI 10.3233/978-1-61499-806-8-227, 2017.
- B. López, F. Torrent-Fontbona, R. Viñas and JM Fernández-Real. Single nucleotide polymorphism relevance learning with random forests for type 2 diabetes risk prediction. Artificial Intelligence in Medicine, 85: 43-49, DOI 10.1016/j.artmed.2017.09.005, 2017.
- L. Nita and F. Torrent-Fontbona. Cloud based acquisition system for diabetic data. 2017 IMEKO TC4 Symposium, Iasi, 2017.
- F. Torrent-Fontbona, B. López and A. Pozo-Alonso. A CBR-based bolus recommender system for type 1 diabetes. AIME 2017 Workshop on Artificial Intelligence for Diabetes (AID 2017), Vienna, 2017.
- B. López, A. Pozo-Alonso and F. Torrent-Fontbona. Involving physical activity in insulin recommender systems with the use of wearables. Journal of Innovation in Health Informatics, 24(3): 291-310, Informatics for Health 2017 ,Manchester, 2017.
- C. Martin et al. Personalised clinical decision support for diabetes management using real-time data. The 10th International Conference on Advanced Technologies & Treatments for Diabetes, 2017. Poster
2016
- F.Torrent-Fontbona and B. López. Decision support for grid-connected renewable energy generators planning. Energy, 115(1): 577-590, DOI 10.1016/j.energy.2016.09.046, 2016.
- R. Rusek, ML. Marsal-Llacuna, F. Torrent-Fontbona, J. Colomer Llinàs. Compatibility of municipal services based on service similarity. Cities, 59: 40-47, DOI 10.1016/j.cities.2016.05.024, 2016.
- A. Zamora, F. Torrent-Fontbona, E. Feliu, C. Carrion, B. López, X. Castells, M. Aymerich, L. Blanco, A. Pozo-Alonso, A. Martín-Urda, D. Capellà. Desarrollo, validación en pacientes de alto riesgo vascular y evaluación de un CDSS de ayuda en el tratamiento hipolipemiante (HTE-DLPR). I Congreso Internacional de Telemidicina e Investigación Sanitaria, 2016. Poster (in Spanish). Published in: Suplemento de la Revista Española de Comunicación en Salud, 2:17-18
- B. López, R. Viñas, F.Torrent-Fontbona, J.M. Fernández-Real. Handling missing phenotype data with random forests for diabetes risk prognosis. ECAI 2016 Workshop on Artificial Intelligence for Diabetes (AID 2016), The Hague, 2016.
- F. Torrent-Fontbona, B. López, D. Busquets, J. Pitt. Self-organising energy demand allocation through canons of distributive justice in a microgrid. Engineering Applications of Artificial Intelligence, 52: 108-118, DOI 10.1016/j.engappai.2016.02.010, 2016.
2015
- F.Torrent-Fontbona. Optimisation methods meet the smart grid. New methods for solving location and allocation problems under the smart grid paradigm. PhD Thesis, University of Girona, 2015. Supervisor: Beatriz López
Finalist in the Marc Esteva Vivanco Award for the best AI PhD Thesis in 2015.
- F.Torrent-Fontbona, A. Pla, B. López. A new perspective of trust through multi-attribute auctions. AAAI 2015 Workshop on Incentives and Trust in E-Communities (WIT-EC'15), Austin, 2015.
- F.Torrent-Fontbona, B. López. Power re-allocation for reducing contracted electric power costs. Energy and Buildings, 89:112-122, DOI 10.1016/j.enbuild.2014.12.030, 2015.
2014
- F.Torrent-Fontbona, A. Pla, B. López. Using multi-attribute combinatorial auctions for resource allocation. In Proceedings of the 12th German Conference on Mutliagent System Technologies (MATES 2014), pp. 57-71, DOI 10.1007/978-3-319-11584-9_5, 2014.
2013
- F.Torrent-Fontbona, V. Muñoz, B. López. Solving large immobile location-allocation by affinity propagation and simulated annealing. Application to select which sport event to watch. Expert Systems with Applications, 40(11): 4591-4599, DOI 10.1016/j.eswa.2013.01.065, 2013.
- F. Torrent-Fontbona. Multi antenna time of arrival estimation. LAP Lambert Academic Publishing, ISBN 9783659355660, 2013.
- F.Torrent-Fontbona, B. López. Comparison of work scheduling using constraint programming or auctions. Research Report IIiA 13-01, University of Girona, 2013.
2012
- F.Torrent-Fontbona, V. Muñoz, B. López. Solving large location-allocation problems by clustering and simulated annealing. 2nd International Conference on Applied and Theoretical Information Systems Research, Taipei, 2012.
- F.Torrent-Fontbona, V. Muñoz, B. López. Exploring genetic algorithms and simulated annealing for immobile location-allocation problems. In Artificial Intelligence Research. Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence, 248: 163-172, DOI 10.3233/978-1-61499-139-7-163, 2012.
- F.Torrent-Fontbona, V. Muñoz, B. López. Results on the clustering analysis for location allocation. Research Report IIiA 12-03, University of Girona, 2012.
- F. Torrent Fontbona. Decision Support Methods for Global Optomization. MSc Thesis, University of Girona, 2012 Supervisor: Beatriz López
2011
- F. Torrent Fontbona. Multi-antenna time of arrival estimation. Master Thesis, Kungliga Tekniska Högskolan, 2011 Supervisor: Per Zetaberg