{"id":356,"date":"2015-02-24T19:12:37","date_gmt":"2015-02-24T19:12:37","guid":{"rendered":"http:\/\/exitproces.udg.edu\/blopez\/?page_id=356"},"modified":"2025-06-04T11:40:12","modified_gmt":"2025-06-04T11:40:12","slug":"publications-2011","status":"publish","type":"page","link":"https:\/\/eia.udg.edu\/~blopez\/investigacion-3\/publications-2011\/","title":{"rendered":"Publications 2011-2020"},"content":{"rendered":"

PUBLICATIONS 2020<\/h3>\n
\n
\nAI for Diabetes<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n\n
J. Massana, F. Torrent-Fontbona, B. Lopez: Insulin recommender systems for T1DM: a review, Advances in Experimental Medicine and Biology<\/a>, Springer, 2020. DOI: <\/span> 10.1007\/5584_2020_482 <\/a><\/span><\/td>\n<\/tr>\n
D.A. Duce , C. Martin , A. Russell, D. Brown, A. Aldea , B. Alshaigy, R. Harrison , M. Waite, Y. Leal, M. Wos, M. Fern\u00e1ndez-Balsells, J. M. Fern\u00e1ndez-Real, L. Nita, B. L\u00f3pez , J. Massana, P. Avari, P. Herrero, N. Jugnee, N. Oliver, and M. Reddy: Visualizing Usage Data from a Diabetes Management System, 38th Computer Graphics & Visual Computing Conference (CGVC 2020)<\/a>. Accepted<\/em><\/td>\n<\/tr>\n
P. Herrero, J. Massana, Y. Leal, L. Nita, P. Avari, D. Duce, A. Aldea, P. Georgiou, J.
\nFern\u00e1ndez-Real, M. Fern\u00e1ndez-Balsells, N. Oliver, B. Lopez, C. Martin: The PEPPER System Application Program Interface, ATTD 2020<\/a>, Madrid, Spain, February 19-22, 2020. Poster<\/td>\n<\/tr>\n
Parizad Avari, Yenny Leal, Marzena Wos, Narvada Jugnee, Maria Thomas, Quim Massana, Beatriz Lopez, Clare Martin, Pau Herrero, Nick Oliver, Jos\u00e9 Manuel Fern\u00e1ndez-Real, Monika Reddy, Merc\u00e8 Fern\u00e1ndez-Balsells: Efficacy and safety of the Patient Empowerment through Predictive Personalised Decision Support (PEPPER) system: an open-label randomised controlled trial, ATTD 2020<\/a>, Madrid, Spain, February 19-22, 2020. Poster<\/td>\n<\/tr>\n
Marion Waite, Aarantza Aldea, Parizad Avari, David Duce, Pau Herrero, Narvada Jugnee, Yenny Leal, Beatriz L\u00f3pez, Clare Martin, Nick Oliver, Monika Reddy. Trust and contextual engagement with the PEPPER system: the qualitative findings of a clinical feasibility study, ATTD 2020<\/a>, Madrid, Spain, February 19-22, 2020. Psychosocial Award of the Advanced Technologies and Treatments for Diabetes (ATTD). <\/strong><\/em>Diabetes Technology and Therapeutics, Vol 22, S1, A18-A19, DOI<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS 2019<\/h3>\n
\n
\nEmotions and mental health<\/b>
\n<\/header>\n
\n\n\n\n
Guillem Hern\u00e1ndez, Beatriz L\u00f3pez: Improving Emotions Prediction with Sequence Representations of Psychophysiological Data, Engineering in Medicine and Biology Conference<\/a>, Berlin, Germany, July 23-27, 2019. Poster<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nAI for DIABETES<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Ferran Torrent-Fontbona, Joaquim Massana, Beatriz L\u00f3pez. Case-base Maintenance of a Personalised and Adaptive CBR Bolus Insulin Recommender System for Type 1 Diabetes<\/a>. Expert Systems With Applications<\/a>, Volume 121, 1 May 2019, Pages 338-346. Accepted December 2018.<\/td>\n<\/tr>\n
Clare Martin, Arantza Aldea, Bedour Alshaigy, Parizad Avari, David Duce, Merc\u00e8 Fern\u00e1ndez-Balsells, Jos\u00e9 Manuel Fern\u00e1ndez-Real, Rachel Harrison, Pau Herrero, Narvada Jugnee, Chengyuan Lui, Beatriz L\u00f3pez, Joaquim Massana, Yenny Leal, Monika Reddy, Marion Waite, Marzena Wos and Nick Oliver. Application of Usability Engineering to the Development of a Personalised Decision Support System for Type 1 Diabetes Self-Management. ATTD2019<\/a>, Berlin, February 20-23. Poster, Accepted.<\/td>\n<\/tr>\n
Ferran Torrent-Fontbona, Beatriz Lopez. Personalised Adaptive CBR Bolus Recommender System for Type 1 Diabetes<\/a>. IEEE Journal of Biomedical and Health Informatics <\/a>, Vol 23, Num. 1, January 2019, pp. 387-394. Accepted March 2018<\/em>. Picture in the issue cover<\/a><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nOther publications on AI for Medicine and Healthcare<\/b>
\n<\/header>\n
\n\n\n\n\n
Natalia Mordvanyuk, Beatriz L\u00f3pez, Montserrat Reixach, Marta Fabrellas, Montserrat Planella, Carles Cordon, Nuria Simon, Anna Duran, Josep Perapoch, Judit Bassols, Abel L\u00f3pez-Bermejo: NoaH: Supporting Premature Babies Care with Mobile Phones, MSF Peadriatics Days<\/a>, Stockholm, Sweden, April 5-6, 2019. Poster<\/td>\n<\/tr>\n
Koch, F., Koster, A., Ria\u00f1o, D., Montagna, S., Schumacher, M., Teije, A., Guttmann, C., Reichert, M., Bichindaritz, I., Herrero, P., Lenz, R., Lopez, B., Marling, C., Martin, C., Montani, S., Wiratunga, N. (Eds.) Artificial Intelligence in Health<\/a>, First International Workshop, AIH 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers.Lecture Notes in Artificial Intelligence, 11326, Springer 2019. DOI 10.1007\/978-3-030-12738-1.<\/td>\n<\/tr>\nITEA Success story. MoSHCA. Mobile and Smart Health Care Assistant. ITEA Magazine, num. 32<\/a>. March 2019. <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS 2018<\/h3>\n
\n
\nAI for DIABETES<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Beatriz L\u00f3pez, Ferran Torrent-Fontbona, Ramon Vi\u00f1as, Jos\u00e9 Manuel Fern\u00e1ndez-Real. Single Nucleotide Polymorphism relevance learning with Random Forests for Type 2 diabetes risk prediction.<\/a> Artificial Intelligence in Medicine<\/a>, Volume 85, April 2018, Pages 43-49 [Available online 22 September 2017]<\/td>\n<\/tr>\n
Ferran Torrent-Fontbona, Natalia Mordvanyuk, Beatriz Lopez. Prediction of hyperglycaemia and hypoglycaemia events using longitudinal data. International Conference on Advanced Technologies & Treatments for Diabetes (ATTD<\/a>), Vienna, February, 14-17, Poster. Published in Diabetes Technology & Therapeutics<\/a>, Vol 20, Issue S1, pp. A-80-A-81<\/td>\n<\/tr>\n
Ferran Torrent-Fontbona, Joaquim Massana, Beatriz Lopez. Case-base maintenance of a personalised bolus insulin recommender system for Type 1 Diabetes Mellitus. Joint Workshop on
\nArtificial Intelligence in Health (AIH2018<\/a>), Stockholm, July 13-14 2018. Proceedings<\/a>.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nAI for Dislipidemia and Familial Hypercholesterolemia<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Alberto Zamora, Beatriz L\u00f3pez, Ferran Torrent-Fontbona, Guillem Paluzie, Joan Garc\u00eda-Vilches, Marc Castelv\u00ed, Domingo Barrab\u00e9s, Pablo Gay, Anabel Mart\u00edn-Urda. El an\u00e1lisis masivo de datos y el uso de sistemas de ayudas en la toma de decisiones
\nmejoran la detecci\u00f3n de pacientes con hipercolesterolemia familiar y la consecuci\u00f3n
\nde objetivos lip\u00eddicos. Congreso de las Enfermedades Cardiovasculares de la Sociedad Espa\u00f1ola de Cardiolog\u00eda (SEC2018<\/a>), Sevilla, October 25-27 2018. Poster. Ref. 6044-628<\/td>\n<\/tr>\n
Alberto Zamora, Beatriz L\u00f3pez, Ferran Torrent-Fontbona, Alejandro Pozo-Alonso, Guillem Paluzie, Joan Garc\u00eda-Vilches, A. Garc\u00eda Flores, R. Massa, Anabel Mart\u00edn-Urda, Dolors Capell\u00e0. Clinical Decision Support System\u201d with Smart Data analysis Can Improve Detection and Treatment of Familial Hypercholesterolemia and High Vascular Risk Patients. 86th EAS<\/a> Congress (European Atherosclerosis Society), Lisbon, May 5-8 2018. Poster, ref. P5.5.499bis.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Ferran Torrent-Fontbona, Guillem Paluzie, Alberto Zamora. HTE 3.0: Clinical Decision Support System for lipid-lowering treatment and familial hypercholesterolemia detection. 8enes Jornades de TIC Salut i Social<\/a>, Vic, Catalonia, September 27-28 2018. Poster, and Speaker Corner.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nOther publications on AI for Medicine and Healthcare<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Beatriz Lopez, Carles Pous. exitCBR: a tool supporting RRI<\/a>. 21st International Conference of the Catalan Association for Artificial Intelligence (CCIA2018<\/a>), Roses, Catalonia, October 8-10 2018. Poster.<\/td>\n<\/tr>\n
Beatriz Lopez, Natalia Mordvanyuck, Joaquim Massana, Ferran Torrent-Fontbona, Gerard Caceres, Carles Pous. eXiT Research Group at the University of Girona: Artificial Intelligence and Machine Learning Applied to Medicine and Healthcare. I CAEPIA Workshop de Grupos de Investigaci\u00f3n Espa\u00f1oles de IA en Biomedicina (IABiomed<\/a>), Granada, October 23-26 2018.<\/td>\n<\/tr>\n
Beatriz Lopez, Natalia Mordvanyuck, Pablo Gay, Albert Pla. Knowledge representation and machine learning on wearable sensor data: a study on gait monitoring<\/a>. International Conference on Data Science, E-learning and Information Systems 2018 (Data’18<\/a>), Madrid, October 1-2, 2018.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS 2017<\/h3>\n
\n
\nAI for REHABILITATION<\/b>
\n<\/header>\n
\n\n\n\n
Albert Pla, Natalia Mordvanyuk, Beatriz L\u00f3pez, Marco Raaben, Taco J. Blokhuid, Herman R. Holstlag: Bag-of-steps: Predicting Lower-limb Fracture Rehabilitation Length<\/a>. Neurocomputing<\/a>, Volume 268, 13 December 2017, Pages 109-115.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nAI for DIABETES<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n\n\n\n\n
Natalia Mordvanyuk, Ferran Torrent-Fontbona, and Beatriz Lopez. Prediction of Glucose Level Conditions from Sequential Data<\/a>. 20th International Conference of the Catalan Association for Artificial Intelligence<\/a>, CCIA, October 25-27th, Deltebre, 2017. Publised by IOS Press, Frontiers in Artificial Intelligence and Applications, volume 300, pages 227-232.<\/td>\n<\/tr>\n
Pau Herrero, Beatriz Lopez, and Clare Martin (eds). Proc. AIME Workshop on Artificial Intelligence for Diabetes<\/a> 2017<\/td>\n<\/tr>\n
Ferran Torrent-Fontbona, Beatriz Lopez, and Alejandro Pozo-Alonso. A CBR-based bolus recommender system for type 1 diabetes<\/a>. In: Proceedings of 2nd Workshop on Artificial Intelligence for Diabetes<\/a>, AIME, Vienna, 2017, pp. 9-14.<\/td>\n<\/tr>\n
Fabien Dubosson, Natalia Mordanyuk, Beatriz L\u00f3opez, and Michael Schumacher. Negative results for the prediction of postprandial hypoglycemias from insulin intakes and carbohydrates: analysis and comparison with simulated data<\/a>. 2nd Workshop on Artificial Intelligence for Diabetes<\/a>, AIME, Vienna, 2017, pp. 25-29.<\/td>\n<\/tr>\n
M. Wos, MD, Y. Leal, PhD, M. Fern\u00e1ndez-Balsells, PhD, C. Martin, PhD, P. Herrero, PhD, B. L\u00f3pez , PhD, W.Ricart, PhD, L.Sojo-Vega, MD, E. Esteve, PhD, E. Loshuertos, MSc, J. Shapley, PhD, L. Nita, PhD, J.M. Fern\u00e1ndez-Real, PhD. Avaluaci\u00f3 d\u2019un Sistema personalitzat de suport de decisions d\u2019autogesti\u00f3 de la DM1. XIVe\u0300 Congr\u00e9s Associaci\u00f3 Catalana de Diabetes<\/a>, Badalona, Spain, March 16-17, 2017. Poster (In Catalan)<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Alejandro Pozo, Ferran Torrent-Fontbona: Involving physical activity in insulin recommender systems with the use of wearables. MIE(Informatics for Health2017)<\/a>. Abstract published in: Journal of Innovation in Health Informatics Vol 24, No 3 (2017) ( Addendum to Informatics for Health 2017: advancing both science and practice<\/a>). [Proceedings: Scott et al. Informatics for Health 2017: Advancing both science and practice<\/a>. J Innov Health Inform. 2017 Apr 21;24(1):1-185.] ISSN 2058-4555.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Sreynoch Soung, Natalia Mordvanyuk, Albert Pla, Pablo Gay and Abel L\u00f3pez-Bermejo: MATCHuP: An mHealth Tool for Children and Young People Health. In Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) – Volume 5: HEALTHINF<\/a>, pages 313-318.<\/td>\n<\/tr>\n
C.Martin, A. Aldea, D. Brown, D. Duce, J.M. Fern\u00e1ndez-Real, P. Gay,P. Georgiou, R. Harrison, P. Herrero, B. L\u00f3pez, Y.Leal, L. Nita, P. Pesl, R. Petite, M. Reddy, J. Shapley, F. Torrent-Fontbona, M. Waite, M. Wos and N. Oliver: Personalised Clinical Decision Support Using Real-Time Data. International Conference on Advanced Technologies & Treatments for Diabetes (ATTD<\/a>), Paris, February, 15-18, 2017.Abstracts published in: Diabetes Technology & Therapeutics<\/a>, Volume 19, Supplement 1, 2017, pp. A-64.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS 2016<\/h3>\n
\n
\nAI for MEDICINE AND HEALTHCARE<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n\n\n
Alberto Zamora, Ferran Torrent-Fontbona, Edu Feliu, Carme Carrion, Beatriz L\u00f3pez, Xavier Castells, Marta Aymerich, Lidia Blanco, Alejandro Pozo-Alonso, Anabel Mart\u00edn-Urda, Dolors Capell\u00e0: Desarrollo, validaci\u00f3n en pacientes de alto riesgo vascular y evaluaci\u00f3n de un CDSS de ayuda en el tratamiento hipolipemiante (HTE-DLPR). I Congreso Internacional de Telemedicina e Investigaci\u00f3n Sanitaria<\/a>, 2016. P\u00f2ster (in Spanish<\/em>). Publised in: Suplemento de la Revista Espa\u00f1ola de Comunicaci\u00f3n en Salud, A\u00f1o 2016, Suplemento 2, pp. 17-18.<\/td>\n<\/tr>\n
Beatriz Lopez, Pau Herrero and Clare Martin (eds). Proc. ECAI Workshop on Artificial Intelligence for Diabetes<\/a> 2016<\/td>\n<\/tr>\n
Pau Herrero, Beatriz Lopez and Clare Martin: PEPPER: Patient Empowerment Through Predictive Personalised Decision Support.<\/a>, Proc. ECAI Workshop on Artificial Intelligence for Diabetes<\/a>, pp.8-9, 2016<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Ramon Vi\u00f1as, Ferran Torrent and Jos\u00e9 Manuel Fern\u00e1ndez-Real: Handling Missing Phenotype Data with Random Forests for Diabetes Risk Prognosis<\/a>. Proc. ECAI Workshop on Artificial Intelligence for Diabetes<\/a>, pp. 39-42, 2016<\/td>\n<\/tr>\n
Sreynoch Soung, Beatriz L\u00f3pez, Albert Pla, Pablo Gay, Natalia Mordvanyuk,Abel L\u00f3pez-Bermejo. Nutrition habit gamification for children. IWHE\u201916 \u2013 Games for everything meeting<\/a>, Vic, Spain, June 2016<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Cristofor Nogueira, Natalia Mordvaniuk, Taco J. Blokhuis, Herman R Holtslag. Bag-of-steps: Predicting Lower-limb Fracture<\/a>. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning<\/a>, Bruges, Belgium, April 27-29, 2016. Electronic<\/a> and printed<\/a> proceedings, pp. 259-264.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nAI for ENERGY AND SUSTAINABILITY<\/b>
\n<\/header>\n
\n\n\n\n\n
F. Torrent-Fontbona, B. L\u00f3pez, D. Busquets, J. Pitt. Self-organising energy demand allocation through canons of distributive justice in a microgrid<\/a>. Engineering Applications of Artificial Intelligence, Volume 52, June 2016, Pages 108\u2013118.<\/td>\n<\/tr>\n
F. Torrent-Fontbona, B. L\u00f3pez. Decision support for grid-connected renewable energy generators planning<\/a>. Energy<\/a>, Volume 115, Part 1, 15 November 2016, Pages 577\u2013590.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS\u00a02015<\/h3>\n
\n
\nLEARNING<\/b>
\n<\/header>\n
\n\n\n\n\n
Pablo Gay, Beatriz L\u00f3pez and Joaquim Mel\u00e9ndez. Learning Complex Events from Sequences with Informed Gaps<\/a>. IEEE 14th International Conference on Machine Learning and Applications (ICMLA), Miami, FL, USA, 2015, pp. 1089-1094.<\/td>\n<\/tr>\n
Pablo Gay, Beatriz L\u00f3pez and Joaquim Mel\u00e9ndez. Sequences with Informed Gaps. CCIA\u00a02015<\/a>, Frontiers in Artificial Intelligence and Applications, Volume 277, pages 263 – 266, 2015.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nCASE-BASED REASONING – DECISON MAKING<\/b>
\n<\/header>\n
\n\n\n\n
Albert Pla, Beatriz L\u00f3pez, Natalia Mordvaniuk, Cristina Armero, Abel L\u00f3pez-Bermejo. Context Management in Health Care Apps. AAMAS Workshop\u00a0A2HC Agents Applied in Health Care<\/a>, \u00a0May 2015, 8 pages.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nRESOURCE ALLOCATION – OPTIMIZATION<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Ferran Torrent, Beatriz L\u00f3pez. Power re-allocation for reducing contracted electric power costs<\/a>. Energy and Buildings<\/a>. Volume 89, 15 February 2015, Pages 112\u2013122.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo. Multidimensional Fairness for Auction-based Resource Allocation<\/a>. <\/a>Knowledge-based Systems<\/a>. Volume 73, January 2015, Pages 134-148.<\/td>\n<\/tr>\n
Ferran Torrent, Albert Pla, Beatriz L\u00f3pez. A new perspective of trust through multi-attribute auctions<\/a>. AAAI 2015 Workshop on Incentives and Trust in E-Communities (WIT-EC’15)<\/a>, January 2015, pages 25-31.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS\u00a02014<\/h3>\n
\n
\nCASE-BASED REASONING – DECISON MAKING<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n\n\n
Albert Pla, Jordi Coll, Natalia Mordvaniuk and Beatriz L\u00f3pez. Context-Aware Case-Based Reasoning<\/a>. The Second International Conference on Mining Intelligence and Knowledge Exploration (MIKE)<\/a>, Cork, 2014. LNAI 8891, pp. 229-238, 2014.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Jordi Coll, Natalia Mordvaniuk, and Abel L\u00f3pez-Bermejo. Context Management in Health Care Apps <\/a>. Stud Health Technol Inform. 2014;205:1207. MIE 2014 (25th European Medical Information Conference)<\/a>, Estambul, 2014.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Fco. I. Gamero, Albert Pla, and Abel L\u00f3pez-Bermejo. Utilizaci\u00f3n de Snomed-CT en un sistema inteligente de salud sobre m\u00f3viles. INFORMED 2014 (XVI Congreso Nacional de Inform\u00e1tica M\u00e9dica)<\/a>, Madrid, 2014, 373-378.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Eva Bargall\u00f3, Judith Bassols, David Cobo, Diego Exp\u00f3sito. Monitoring Premature Born Babies with MoSHCA. MIHealth<\/a> 2014, May 21-22, Barcelona. Poster.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Fco. I. Gamero, Jordi Coll, Nat\u00e0lia Mordvaniuk, Judit Bassols, Eva Bargallo, Borja Guarch, and Abel L\u00f3pez-Bermejo. Intelligent System for Premature Babies Healthcare at Home based on Case-based Reasoning<\/a>. IWBBIO 2014 (2nd International Work-Conference on Bioinformatics and Biomedical Engineering)<\/a>, Granada, 2014, 1278-1289.<\/td>\n<\/tr>\n
Llu\u00efsa Marsal-Llacuna, B. L\u00f3pez. Smart Urban Planning: Designing Urban Land Use from Urban Time Use<\/a>. <\/a>Journal of Urban Technology<\/a>. Volumne 21, issue 1, pp.39-56, 2014.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nRESOURCE ALLOCATION – OPTIMIZATION<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo, Nicolas Maudet. Multi-Attribute Auctions with Different Types of Attributes: Enacting Properties in Multi-Attribute Auctions<\/a>. Expert Systems with Applications<\/a>. Volume 41, Issue 10, August 2014, Pages 4829-4843.<\/td>\n<\/tr>\n
F. Torrent, A. Pla, B. L\u00f3pez. Using Mutli-Attribute Combinatorial Auctions for Resource Allocation Multiagent System Technologies<\/a>. Multiagent System Technologies, Proceedings of the 12th German Conference(MATES)<\/a>. LNCS 8734 2014 pages 57-71.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Aditya Ghose, Tony Savarimuthu, Mariusz Nowostawski, Michael Winikoff and Stephen Cranefield. Towards Energy-Aware Optimisation of Business Processes<\/a>. Smartgreens 2014 (3rd International Conference on Smart Grids and Green IT Systems)<\/a>, Barcelona, 2014, 68-75.<\/td>\n<\/tr>\n
Albert Pla, Pablo Gay, Joaquim Mel\u00e9ndez, Beatriz L\u00f3pez. Petri Net Based Process Monitoring. A Workflow Management System for Process Modeling and Monitoring<\/a>. Journal of Intelligent Manufacturing<\/a>. June 2014, Volume 25, Issue 3, pp 539-554.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS\u00a02013<\/h3>\n
\n
\nCASE-BASED REASONING – DECISON MAKING<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n
B. L\u00f3pez. Case-Based Reasoning: A Concise Introduction<\/a>. Morgan & Claypool Publishers<\/a>, Synthesis Lectures on Artificial Intelligence and Machine Learning, April 2013, 103 pages.<\/td>\n<\/tr>\n
Pablo Gay, Beatriz L\u00f3pez, Albert Pla, Jordi Saperas, Carles Pous. Enabling the Use of Hereditary Information from Pedigree Tools in Medical Knowledge-based Systems<\/a>. Journal of Biomedical Informatics<\/a>. Volume 46, Issue 4, August 2013, Pages 710-720.\u00a0Best Paper in the 2014 IMIA Yearbook of Medical Informatics (category: decision support systems).<\/b><\/span><\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Pablo Gay, Carles Pous. eXiT*CBR.v2: Distributed case-based reasoning tool for medical prognosis<\/a>. Decision Support Systems<\/a>. Volume 54, Issue 3, February 2013, Pages 1499\u20131510.<\/td>\n<\/tr>\n
B. L\u00f3pez, J. Coll, F.I. Gamero, E. Bargall\u00f3, A. L\u00f3pez-Bermejo. Intelligent systems for supporting premature babies healthcare with mobile devices.<\/a> Mobilemed 2013<\/a>, 4 pages<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nRESOURCE ALLOCATION – OPTIMIZATION<\/b>
\n<\/header>\n
\n\n\n\n\n
F. Torrent-Fontbona, V. Mu\u00f1oz, B. L\u00f3pez. Solving Large Immobile Location-Allocation by Affinity Propagation and Simulated Annealing<\/a>. Expert Systems with Applications<\/a>. Volume 40, Issue 11, 1 September 2013, Pages 4593\u20134599.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo. How to Demonstrate Incentive Compatibility in Multi-Attribute Auctions<\/a>. In: Gibert, K., Botti, V., Reig-Bola\u00f1o, R. (Eds), Artificial Intelligence Research and Development (CCIA), <\/a>Frontiers in Artificial Intelligence and Applications 256<\/a>, IOS Press 2013, pp: 303-306<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS\u00a02012<\/h3>\n
\n
\nRESOURCE ALLOCATION – OPTIMIZATION<\/b>
\n<\/header>\n
\n\n\n\n\n\n\n\n\n\n\n
Javier Murillo, Beatriz L\u00f3pez, V\u00edctor Mu\u00f1oz and D\u00eddac Busquets. Fairness in Recurrent Auctions with Competing Markets and Supply Fluctuations<\/a>. Computational Intelligence, An International Journal<\/a>. Volume 28, Issue 1, pages 24-50, February 2012.<\/td>\n<\/tr>\n
Beatriz L\u00f3pez, Aditya Ghose, Bastin Tony Roy Savarimuthu, Mariusz Nowostawski, Michael Winikoff, and Stephen Cranefield. Energy-Aware Optimisation of Business Processes (Extended Abstract), poster at the Third international workshop on Agent Technologies for Energy Systems<\/a>(ATES 2012), held at AAMAS 2012<\/a>.<\/td>\n<\/tr>\n
Ferran Torrent, Victor Mu\u00f1oz, Beatriz L\u00f3pez. Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem.<\/a> Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence, vol. 248, pp. 163-172, 2012.<\/td>\n<\/tr>\n
F. Torrent, V. Mu\u00f1oz, B. L\u00f3pez. Solving large location-allocation problems by clustering and simulated annealing<\/a>. 2nd. International Conference on Applied and Theoretical Information Systems Research, December 27-29, 2012, Taipei, Taiwan.<\/td>\n<\/tr>\n
Ferran Torrent, Victor Mu\u00f1oz, Beatriz L\u00f3pez. Results on the clustering analysis for location allocation. IIiA<\/a> 12-03-RR<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo. Multi-Attribute Auction Mechanism for Supporting Resource Allocation in Business Process Enactment<\/a>. In: Frontiers in Artificial Intelligence and Applications, Volume 241: STAIRS 2012, pages 228-239, IOS Press.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo. Multi Criteria Operators for Multi-attribute Auctions<\/a>. In: Modeling Decisions for Artificial Intelligence (MDAI), Lecture Notes in Computer Science 2012, pp 318-328.<\/td>\n<\/tr>\n
Albert Pla, Beatriz L\u00f3pez, Javier Murillo. Truthful bidding prove of a multiattribute auction mechanism by solving a constraint satisfaction problem. IIiA<\/a> 12-01-RR.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nLEARNING<\/b>
\n<\/header>\n
\n\n\n\n
Pablo Gay, Beatriz L\u00f3pez and Joaquim Mel\u00e9ndez, Constraint-Programming Approach for Multiset and Sequence Mining<\/a>. In Ana Fred and Joaquim Filipe (Eds.): Proceedings of the 4th International Conference on Knowledge Discovery and Information Retrieval (KDIR), 4rd to 7th October 2012, Barcelona, Spain, pages 212-220. ISBN: 978-989-8565-29-7.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nCASE-BASED REASONING – DECISON MAKING<\/b>
\n<\/header>\n
\n\n\n\n\n\n
B. L\u00f3pez, A. Pl\u00e0, C. Pous, P. Gay, J. Brunet. System Overview: Breast Cancer Prognosis Through CBR. In Stefania Montani, Cindy Marling and Isabelle Bichindaritz (Eds.): ICCBR 2012 Workshop Proceedings: CBR in the Health Sciences<\/a>, 3rd to 6th September 2012, pages 105-110.<\/td>\n<\/tr>\n
Vicen\u00e7 Torra, Yasuo Narukawa, Batriz L\u00f3pez, Mateu Villaret (Eds.). Modeling Decisions for Artificial Intelligence. CDROM Proceedings, MDAI 2012. ISBN: 978-84-695-6132-4.<\/td>\n<\/tr>\n
Vicen\u00e7 Torra, Yasuo Narukawa, Batriz L\u00f3pez, Mateu Villaret (Eds.). Modeling Decisions for Artificial Intelligence<\/a>. Lecture Notes in Artificial Intelligence 7647, 2012.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n

PUBLICATIONS\u00a02011<\/h3>\n
\n
\nCASE-BASED REASONING – DECISON MAKING<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Beatriz L\u00f3pez, Carles Pous, Albert Pla, Pablo Gay, Judith Sanz, and Joan Brunet. eXiT*CBR: A framework for case-based medical diagnosis development and experimentation<\/a>. Artificial Intelligence in Medicine<\/a>. 51, 2011, 81-91.<\/td>\n<\/tr>\n
Marc Compta, Beatriz L\u00f3pez. Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction<\/a>. A. Ram and N. Wiratunga (Eds.): ICCBR 2011, LNAI 6880<\/a>, pp. 408\u2013422, Springer 2011.<\/td>\n<\/tr>\n
P. Gay, B. L\u00f3pez, J. Mel\u00e9ndez. Sequential learning for case-based pattern recognition in complex event domains<\/a>. M. Petridis (Ed.): Proceedings of the 16th UK Workshop on Case-Based Reasoning<\/a>, pages 46-55, December 2011.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nAUCTIONS – FAIRNESS – OPTIMIZATION<\/b>
\n<\/header>\n
\n\n\n\n\n\n
Javier Murillo, D\u00eddac Busquets, Jordi Dalmau, Beatriz L\u00f3pez, V\u00edctor Mu\u00f1oz and Ignasi Rodr\u00edguez-Roda. Improving urban wastewater management through an auction-based management of discharges<\/a> Environmental Modelling and Software<\/a>. Volume 26, Issue 6, June 2011, Pages 689-696.<\/td>\n<\/tr>\n
Murillo, J., Mu\u00f1oz, V., Busquets, D., L\u00f3pez, B. Schedule coordination through egalitarian recurrent multi-unit combinatorial auctions<\/a>. Applied Ingelligence<\/a>. Volume 34, Number 1, 47-63, 2011.<\/td>\n<\/tr>\n
See also AILog publication in Workflows section.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n
\n
\nWORKFLOWS<\/b>
\n<\/header>\n
\n\n\n\n\n
A. Pla, B. L\u00f3pez, J. Melendez and Pablo Gay. P. Petri Net Based Agents for Coordinating Resources in a Workflow Management System, In: Proc. 3th International Conference on Agents and Artificial Intelligence (ICAART)<\/a>, Rome, 2011, 514-523.<\/td>\n<\/tr>\n
A. Pla, B. L\u00f3pez, J. Murillo. Workflow Resource Allocation through Auctions<\/a>, In: Proc. 2nd Workshop on Artificial Intelligence and Logistics<\/a> (AILog in IJCAI), 2011, 55-60.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"

PUBLICATIONS 2020 AI for Diabetes J. Massana, F. Torrent-Fontbona, B. Lopez: Insulin recommender systems for T1DM: a review, Advances in Experimental Medicine and Biology, Springer, 2020. DOI: 10.1007\/5584_2020_482 D.A. Duce … Continue Reading →<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":198,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-356","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/356","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/comments?post=356"}],"version-history":[{"count":158,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/356\/revisions"}],"predecessor-version":[{"id":1122,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/356\/revisions\/1122"}],"up":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/198"}],"wp:attachment":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/media?parent=356"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}