Publications 2011-

PUBLICATIONS 2017

AI for REHABILITATION

Albert Pla, Natalia Mordvanyuk, Beatriz López, Marco Raaben, Taco J. Blokhuid, Herman R. Holstlag: Bag-of-steps: Predicting Lower-limb Fracture Rehabilitation Length. Neurocomputing, Volume 268, 13 December 2017, Pages 109-115.

AI for DIABETES

Beatriz López, Ferran Torrent-Fontbona, Ramon Viñas, José Manuel Fernández-Real. Single Nucleotide Polymorphism relevance learning with Random Forests for Type 2 diabetes risk prediction. Artificial Intelligence in Medicine, Available online 22 September 2017
Natalia Mordvanyuk, Ferran Torrent-Fontbona, and Beatriz Lopez. Prediction of Glucose Level Conditions from Sequential Data. 20th International Conference of the Catalan Association for Artificial Intelligence, CCIA, 2017
Ferran Torrent-Fontbona, Beatriz Lopez, and Alejandro Pozo-Alonso. A CBR-based bolus recommender system for type 1 diabetes. In: Proccedinigs of 2nd Workshop on Artificial Intelligence for Diabetes, MIE, Vienna, 2017, pp. 9-14. http://hdl.handle.net/10256/14318
Fabien Dubosson, Natalia Mordanyuk, Beatriz Lóopez, and Michael Schumacher. Prediction of postprandial hypoglycemias from insulin intakes and carbohydrates: analysis and comparison between real and simulated datasets. 2nd Workshop on Artificial Intelligence for Diabetes, MIE, Vienna, 2017
M. Wos, MD, Y. Leal, PhD, M. Fernández-Balsells, PhD, C. Martin, PhD, P. Herrero, PhD, B. López , PhD, W.Ricart, PhD, L.Sojo-Vega, MD, E. Esteve, PhD, E. Loshuertos, MSc, J. Shapley, PhD, L. Nita, PhD, J.M. Fernández-Real, PhD. Avaluació d’un Sistema personalitzat de suport de decisions d’autogestió de la DM1. XIVè Congrés Associació Catalana de Diabetes, Barcelona, Spain, March 2017. Poster (In Catalan)
Beatriz López, Alejandro Pozo, Ferran Torrent-Fontbona: Involving physical activity in insulin recommender systems with the use of wearables. MIE(Informatics for Health2017).
Beatriz López, Sreynoch Soung, Natalia Mordvanyuk, Albert Pla, Pablo Gay and Abel López-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, pages 313-318.
C.Martin, A. Aldea, D. Brown, D. Duce, J.M. Fernández-Real, P. Gay,P. Georgiou, R. Harrison, P. Herrero, B. López, 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), Paris, February, 15-18, 2017.Abstracts published in: Diabetes Technology & Therapeutics, Volume 19, Supplement 1, 2017, pp. A-64.

PUBLICATIONS 2016

AI for MEDICINE AND HEALTHCARE

Alberto Zamora, Ferran Torrent-Fontbona, Edu Feliu, Carme Carrion, Beatriz López, Xavier Castells, Marta Aymerich, Lidia Blanco, Alejandro Pozo-Alonso, Anabel Martín-Urda, Dolors 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 Telemedicina e Investigación Sanitaria, 2016. Pòster (in Spanish). Publised in: Suplemento de la Revista Española de Comunicación en Salud, Año 2016, Suplemento 2, pp. 17-18.
Pau Herrero, Beatriz Lopez and Clare Martin: PEPPER: Patient Empowerment Through Predictive Personalised Decision Support. Proc. ECAI Workshop on Artificial Intelligence for Diabetes, pp. 8-9, 2016Beatriz Lopez, Pau Herrero and Clare Martin (eds). Proc. ECAI Workshop on Artificial Intelligence for Diabetes, 2016
Sreynoch Soung, Beatriz López, Albert Pla, Pablo Gay, Natalia Mordvanyuk,Abel López-Bermejo. Nutrition habit gamification for children. IWHE’16 – Games for everything meeting, Vic, Spain, June 2016
Beatriz López, Ramon Viñas, Ferran Torrent and José Manuel Fernández-Real: Handling Missing Phenotype Data with Random Forests for Diabetes Risk Prognosis. Proc. ECAI Workshop on Artificial Intelligence for Diabetes, pp. 39-42, 2016
Albert Pla, Beatriz López, Cristofor Nogueira, Natalia Mordvaniuk, Taco J. Blokhuis, Herman R Holtslag. Bag-of-steps: Predicting Lower-limb Fracture. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, April 27-19, 2016. Electronic and printed proceedings.

AI for ENERGY AND SUSTAINABILITY

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, Volume 52, June 2016, Pages 108–118.
F. Torrent-Fontbona, B. López. Decision support for grid-connected renewable energy generators planning. Energy, Volume 115, Part 1, 15 November 2016, Pages 577–590.

PUBLICATIONS 2015

LEARNING

Pablo Gay, Beatriz López and Joaquim Meléndez. Learning Complex Events from Sequences with Informed Gaps. IEEE 14th International Conference on Machine Learning and Applications (ICMLA), Miami, FL, USA, 2015, pp. 1089-1094.
Pablo Gay, Beatriz López and Joaquim Meléndez. Sequences with Informed Gaps. CCIA 2015, Frontiers in Artificial Intelligence and Applications, Volume 277, pages 263 – 266, 2015.

CASE-BASED REASONING – DECISON MAKING

Albert Pla, Beatriz López, Natalia Mordvaniuk, Cristina Armero, Abel López-Bermejo. Context Management in Health Care Apps. AAMAS Workshop A2HC Agents Applied in Health Care,  May 2015, 8 pages.

RESOURCE ALLOCATION – OPTIMIZATION

Ferran Torrent, Beatriz López. Power re-allocation for reducing contracted electric power costs. Energy and Buildings. Volume 89, 15 February 2015, Pages 112–122.
Albert Pla, Beatriz López, Javier Murillo. Multidimensional Fairness for Auction-based Resource Allocation. Knowledge-based Systems. Volume 73, January 2015, Pages 134-148.
Ferran Torrent, Albert Pla, Beatriz López. A new perspective of trust through multi-attribute auctions. AAAI 2015 Workshop on Incentives and Trust in E-Communities (WIT-EC’15), January 2015, pages 25-31.

PUBLICATIONS 2014

CASE-BASED REASONING – DECISON MAKING

Albert Pla, Jordi Coll, Natalia Mordvaniuk and Beatriz López. Context-Aware Case-Based Reasoning. The Second International Conference on Mining Intelligence and Knowledge Exploration (MIKE), Cork, 2014. LNAI 8891, pp. 229-238, 2014.
Albert Pla, Beatriz López, Jordi Coll, Natalia Mordvaniuk, and Abel López-Bermejo. Context Management in Health Care Apps . Stud Health Technol Inform. 2014;205:1207. MIE 2014 (25th European Medical Information Conference), Estambul, 2014.
Beatriz López, Fco. I. Gamero, Albert Pla, and Abel López-Bermejo. Utilización de Snomed-CT en un sistema inteligente de salud sobre móviles. INFORMED 2014 (XVI Congreso Nacional de Informática Médica), Madrid, 2014, 373-378.
Beatriz López, Fco. I. Gamero, Jordi Coll, Natàlia Mordvaniuk, Judit Bassols, Eva Bargallo, Borja Guarch, and Abel López-Bermejo. Intelligent System for Premature Babies Healthcare at Home based on Case-based Reasoning. IWBBIO 2014 (2nd International Work-Conference on Bioinformatics and Biomedical Engineering), Granada, 2014, 1278-1289.
Lluïsa Marsal-Llacuna, B. López. Smart Urban Planning: Designing Urban Land Use from Urban Time Use. Journal of Urban Technology. Volumne 21, issue 1, pp.39-56, 2014.


RESOURCE ALLOCATION – OPTIMIZATION

Albert Pla, Beatriz López, Javier Murillo, Nicolas Maudet. Multi-Attribute Auctions with Different Types of Attributes: Enacting Properties in Multi-Attribute Auctions. Expert Systems with Applications. Volume 41, Issue 10, August 2014, Pages 4829-4843.
F. Torrent, A. Pla, B. López. Using Mutli-Attribute Combinatorial Auctions for Resource Allocation Multiagent System Technologies. Multiagent System Technologies, Proceedings of the 12th German Conference(MATES). LNCS 8734 2014 pages 57-71.
Beatriz López, Aditya Ghose, Tony Savarimuthu, Mariusz Nowostawski, Michael Winikoff and Stephen Cranefield. Towards Energy-Aware Optimisation of Business Processes Smartgreens 2014 (3rd International Conference on Smart Grids and Green IT Systems), Barcelona, 2014, 68-75.
Albert Pla, Pablo Gay, Joaquim Meléndez, Beatriz López. Petri Net Based Process Monitoring. A Workflow Management System for Process Modeling and Monitoring. Journal of Intelligent Manufacturing. June 2014, Volume 25, Issue 3, pp 539-554.

PUBLICATIONS 2013

CASE-BASED REASONING – DECISON MAKING

B. López. Case-Based Reasoning: A Concise Introduction. Morgan & Claypool Publishers, Synthesis Lectures on Artificial Intelligence and Machine Learning, April 2013, 103 pages.
Pablo Gay, Beatriz López, Albert Pla, Jordi Saperas, Carles Pous. Enabling the Use of Hereditary Information from Pedigree Tools in Medical Knowledge-based Systems. Journal of Biomedical Informatics. Volume 46, Issue 4, August 2013, Pages 710-720. Best Paper in the 2014 IMIA Yearbook of Medical Informatics (category: decision support systems).
Albert Pla, Beatriz López, Pablo Gay, Carles Pous. eXiT*CBR.v2: Distributed case-based reasoning tool for medical prognosis. Decision Support Systems. Volume 54, Issue 3, February 2013, Pages 1499–1510.
B. López, J. Coll, F.I. Gamero, E. Bargalló, A. López-Bermejo. Intelligent systems for supporting premature babies healthcare with mobile devices. Mobilemed 2013, 4 pages

PUBLICATIONS 2012

RESOURCE ALLOCATION – OPTIMIZATION

Javier Murillo, Beatriz López, Víctor Muñoz and Dídac Busquets. Fairness in Recurrent Auctions with Competing Markets and Supply Fluctuations. Computational Intelligence, An International Journal. Volume 28, Issue 1, pages 24-50, February 2012.
Beatriz López, 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(ATES 2012), held at AAMAS 2012.
Ferran Torrent, Victor Muñoz, Beatriz López. Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem. Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence, vol. 248, pp. 163-172, 2012.
F. Torrent, V. Muñoz, B. López. Solving large location-allocation problems by clustering and simulated annealing. 2nd. International Conference on Applied and Theoretical Information Systems Research, December 27-29, 2012, Taipei, Taiwan.
Ferran Torrent, Victor Muñoz, Beatriz López. Results on the clustering analysis for location allocation. IIiA 12-03-RR
Albert Pla, Beatriz López, Javier Murillo. Multi-Attribute Auction Mechanism for Supporting Resource Allocation in Business Process Enactment. In: Frontiers in Artificial Intelligence and Applications, Volume 241: STAIRS 2012, pages 228-239, IOS Press.
Albert Pla, Beatriz López, Javier Murillo. Multi Criteria Operators for Multi-attribute Auctions. In: Modeling Decisions for Artificial Intelligence (MDAI), Lecture Notes in Computer Science 2012, pp 318-328.
Albert Pla, Beatriz López, Javier Murillo. Truthful bidding prove of a multiattribute auction mechanism by solving a constraint satisfaction problem. IIiA 12-01-RR.

LEARNING

Pablo Gay, Beatriz López and Joaquim Meléndez, Constraint-Programming Approach for Multiset and Sequence Mining. 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.

CASE-BASED REASONING – DECISON MAKING

B. López, A. Plà, 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, 3rd to 6th September 2012, pages 105-110.
Vicenç Torra, Yasuo Narukawa, Batriz López, Mateu Villaret (Eds.). Modeling Decisions for Artificial Intelligence. CDROM Proceedings, MDAI 2012. ISBN: 978-84-695-6132-4.
Vicenç Torra, Yasuo Narukawa, Batriz López, Mateu Villaret (Eds.). Modeling Decisions for Artificial Intelligence. Lecture Notes in Artificial Intelligence 7647, 2012.

PUBLICATIONS 2011

CASE-BASED REASONING – DECISON MAKING

Beatriz López, Carles Pous, Albert Pla, Pablo Gay, Judith Sanz, and Joan Brunet. eXiT*CBR: A framework for case-based medical diagnosis development and experimentation. Artificial Intelligence in Medicine. 51, 2011, 81-91.
Marc Compta, Beatriz López. Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction. A. Ram and N. Wiratunga (Eds.): ICCBR 2011, LNAI 6880, pp. 408–422, Springer 2011.
P. Gay, B. López, J. Meléndez. Sequential learning for case-based pattern recognition in complex event domains. M. Petridis (Ed.): Proceedings of the 16th UK Workshop on Case-Based Reasoning, pages 46-55, December 2011.

AUCTIONS – FAIRNESS – OPTIMIZATION

Javier Murillo, Dídac Busquets, Jordi Dalmau, Beatriz López, Víctor Muñoz and Ignasi Rodríguez-Roda. Improving urban wastewater management through an auction-based management of discharges Environmental Modelling and Software. Volume 26, Issue 6, June 2011, Pages 689-696.
Murillo, J., Muñoz, V., Busquets, D., López, B. Schedule coordination through egalitarian recurrent multi-unit combinatorial auctions. Applied Ingelligence. Volume 34, Number 1, 47-63, 2011.
See also AILog publication in Workflows section.

WORKFLOWS

A. Pla, B. López, 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), Rome, 2011, 514-523.
A. Pla, B. López, J. Murillo. Workflow Resource Allocation through Auctions, In: Proc. 2nd Workshop on Artificial Intelligence and Logistics (AILog in IJCAI), 2011, 55-60.

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