Publications
(2022).
Hydranet: A Neural Network for the Estimation of Multi-valued Treatment Effects,
NeurIPS 2022 CML4Impact Workshop.
(2022).
Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation,
Artificial Intelligence Research and Development. IOS Press.
(2022).
Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?,
American Journal of Obstetrics & Gynecology.
(2022).
Supporting first FSH dosage for ovarian stimulation with Machine Learning,
Reproductive BioMedicine Online.
(2021).
Designing an app for home-based enriched Music-supported Therapy in the rehabilitation of patients with chronic stroke: a pilot feasibility study, Brain Injury, 35(12-13), pp 1585-1597.
(2021).
Limits of conventional Machine Learning methods to predict pregnancy and multiple pregnancy after embryo transfer,
Artificial Intelligence Research and Development. IOS Press.
(2021).
Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation, Human Reproduction, 36.
(2021).
Enriched music-supported therapy in the improvement of motor function and quality of life of chronic stroke patients: a pilot study, Neuromusic VII.
(2021).
Enriched Music-supported Therapy for chronic stroke patients: a study protocol of a randomised controlled trial, BMC Neurology, 21.
(2020).
Fast Anytime Retrieval with Confidence in Large-Scale Temporal Case Bases, Knowledge-Based Systems.
(2020).
Lessons Learned from Supplementing Archaeological Museum Exhibitions with Virtual Reality, Virtual Reality, 24(2), pp 342-358.
(2019). Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients,
Artificial Intelligence Research and Development, V. 319, IOS Press, pp 170-175.
(2019).
On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game, International Symposium on Gamification and Games for Learning (GamiLearn 2019).
(2018).
Perks of Being Lazy: Boosting Retrieval Performance, Twenty-Six International Conference on Case-Based Reasoning, ICCBR-2018.
(2018).
Beyond the Virtual Reconstruction of an Archaeological Settlement, Computer Applications and Quantitative Methods in Archaeology (CAA) International Conference.
(2017).
Using community detection techniques to discover non-explicit relationships in neurorehabilitation treatments, 20th International Conference of the Catalan Association for Artificial Intelligence.
(2017).
The role of the archaeologist when producing a serious game, 23rd Annual Meeting of the European Association of Archaeologists.
(2017).
Electrodermal activity monitoring on inpatient detoxification unit, 30th ECNP Congress.
(2017).
Empowering cash managers to achieve cost savings by improving predictive accuracy, International Journal of Forecasting, vol. 33, pp. 403-415.
(2016).
A Genetic Algorithm to Discover Flexible Motifs with Support, IEEE 16th International Conference on Data Mining Workshops, pp. 1153-1158.
(2016).
Ranking and significance of variable-length similarity-based time series motifs, Expert Systems with Applications, vol. 55, pp. 452-460.
(2016).
Particle Swarm Optimization for Time Series Motif Discovery, Knowledge-Based Systems, vol. 92, pp. 127-137.
(2016).
Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score
, Music, Mind and Embodient. 11th International Symposium CMMR 2015. Lecture Notes in Computer Science, N. 9617. Springer-Verlag, p.271-288.
(2015).
Using reputation and adaptive coalitions to support collaboration in competitive environments
, Engineering Applications of Artificial Intelligence, vol. 45, pp. 325-338, 2015.
(2015).
Towards next generation coordination infrastructures
, Knowledge Engineering Review, vol. 30, issue 4.
(2014).
An empirical evaluation of similarity measures for time series classification
, Knowledge-Based Systems, vol. 67, pp. 305-314.
(2014).
Unsupervised music structure annotation by time series structure features and segment similarity,
IEEE Trans. on Multimedia, Special Issue on Music Data Mining, vol. 16, issue 5, pp. 1229-1240.
(2014).
Fostering cooperation through dynamic coalition formation and partner switching, ACM Transactions on Autonomous and Adaptive Systems, vol. 1, issue 9.
(2013).
Note onset deviations as musical piece signatures, PLoS ONE, Vol. 8, Issue 7.
(2013).
Cognitive prognosis of acquired brain injury patients using machine learning techniques
, Int. Conf. on Advanced Cognitive Technologies and Applications (COGNITIVE), pp. 108-113.
(2013).
Description and composition of bio-inspired design patterns: a complete overview, Natural Computing.
(2013).
Measuring quantitative trends in western popular music
, CRM-Imperial College Workshop in Complex Systems.
(2013).
Analyzing musical expressivity with a soft computing approach, Fuzzy Sets and Systems, vol 214, pp. 65-74.
(2012).
Playing with Cases: Rendering Expressive Music with Case-Based Reasoning
, AI Magazine, vol 33, issue 4, pp. 22-31.
(2012).
The computer as music critic
, The New York Times.
(2012).
WorthPlay: juegos digitales para un envejecimiento saludable
, LYCHNOS, N.8, pp 14-21.
(2012).
Characterization of Embellishments in Ney Performances of Makam Music in Turkey
, 13th International society for Music Information Retrieval Conference (ISMIR 2012).
(2012).
Structure-based audio fingerprinting for music retrieval,
13th International society for Music Information Retrieval Conference (ISMIR 2012).
(2012).
The importance of detecting boundaries in music structure annotation,
Music Information Retrieval Evaluation eXchange (MIREX).
(2012).
GENA: A Case-Based Approach to the Generation of Audio-visual Narratives, Case-Based Reasoning Research and Development, 20th International Conference, Lecture Notes in Artificial Intelligence, vol. 7466, pp. 297-311.
(2012).
A competitive measure to assess the similarity between two time series, Case-Based Reasoning Research and Development, 20th International Conference, Lecture Notes in Artificial Intelligence, vol. 7466, pp. 414-427.
(2012).
Unsupervised detection of music boundaries by time series structure features, AAAI Conference on Artificial Intelligence, Toronto, Canada, AAAI Press, pp. 1613-1619.
(2012).
Measuring the evolution of contemporary western popular music, Scientific Reports, vol. 2: Nature, pp. 521.
(2012).
Patterns, regularities, and evolution of contemporary popular music, Complexitat.Cat.
(2012).
Quantifying the evolution of popular music, No Lineal.
(2012).
A Decentralised Approach for Detecting Dynamically Changing Diffuse Event Sources in Noisy WSN Environments, Applied Artificial Intelligence, vol. 26, issue 4, pp. 376-397.
(2012).
Music And Similarity-Based Reasoning, Soft Computing in Humanities and Social Sciences, vol. 273. Spriger-Verlag, pp.467-478.
(2011).
Description and composition of bio-inspired design patterns: the gradient case, ACM workshop on Biologically inspired algorithms for distributed systems (BADS'11), pp. 25-32.
(2011).
Description and Composition of Bio-Inspired Design Patterns: the Gossip Case, 8th IEEE Conference on Engineering of Autonomic and Autonomous Systems (EASe 2011).
(2011).
Emerging Cooperation on Complex Networks
, AAMAS '11: Proceedings of the 10th international joint conference on Autonomous agents and multiagent systems, pp. 669-676.
(2011).
Socially-aware lightweight coordination infrastructures, AAMAS'11 12th International Workshop on Agent-Oriented Software Engineering, pp. 117-128.
(2011).
Infrastructureless Spatial Storage Algorithms, ACM Transactions on Autonomous and Adaptive Systems, Vol 6, N. 2.
(2011).
Identifying Attack Articulations in Classical Guitar, Computer Music Modeling and Retrieval. Exploring Music Contents. Lecture Notes in Computer Science, vol. 6684: Spriger-Verlag, pp. 219-241.
(2011).
Using Introspective Reasoning to Improve CBR System Performance, Metareasoning: Thinking about Thinking: MIT Press, pp. 167-182.
[PDF]
(2010).
Robust Coordination in Large Convention Spaces, AI Communications, vol. 23, issue 4: IOS Press, pp. 357-372.
(2010).
Self-Configuring Sensors for Uncharted Environments, IEEE International Conference on Self-Adaptive and Self-Organizing Systems SASO'10, p.134-143.
(2010).
An Infection-Based Mechanism in Large Convention Spaces, Coordination, Organizations, Institutions, and Norms in Agent Systems V. Lecture Notes in Artificial Intelligence, N. 6069. Springer-Verlag, p. 273-288.
(2010).
Collective Sensor Configuration in Uncharted Environments, 19th European Conference on Artificial Intelligence (ECAI 2010), p. 1029-1030.
(2010).
Convention emergence through spreading mechanisms, 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), p. 1431-1432.
(2010).
Analyzing left hand fingering in guitar playing
, 7th Sound and Music Computing Conference (SMC-2010), pp. 284-290.
(2010).
Legato and Glissando identification in Classical Guitar, 7th Sound and Music Computing Conference (SMC-2010), pp. 457-463. [PDF]
(2010).
Attack Based Articulation Analysis of Nylon String Guitar
, 7th International Symposium on Computer Music Modeling and Retrieval (CMMR-2010), pp. 285-297.
(2010).
A Left Hand Gesture Caption System for Guitar Based on Capacitive Sensors
, International Conference on New Interfaces for Musical Expression (NIME-2010), pp. 238-243.
(2010).
Adapting Particle Swarm Optimization in Dynamic and Noisy Environments, IEEE Conference on Evolutionary Computation (IEEE CEC), pp. 765-772.
(2010).
Learning from Sensors and Past Experience in an Autonomous Oceanographic Probe, Twenty-Second Conference on Innovative Applications of Artificial Intelligence Conference (IAAI-10), pp. 1859-1864.
(2010).
Infrastructureless Storage in Dynamic Environments, ACM Symposium on Applied Computing, SAC-2010, pp. 1334-1338.
(2010).
Identifying Violin Performers by their Expressive Trends,
Intelligent Data Analysis, Volume 14, Issue 5, p.555-571.
(2010).
Predicting Dubiosity in CBR Systems
, Expert UPDATE, Vol.10(2), pp. 1-8.
(2009).
Handling Uncertainty in the Emergence of Social Conventions
, Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems SASO'09, p. 282-283.
(2009).
An Infection-Based Mechanism in Large Convention Spaces
, Eighth Workshop on Coordination, Organizations, Institutions, and Norms in Agent Systems COIN'09, p.83-97.
(2009).
An Evaporation Mechanism for Dynamic and Noisy Multimodal Optimization, Proceedings of the 10th Genetic and Evolutionary Computation Conference (GECCO-09), pp. 17-24.
(2009).
A Case-Based approach for Coordinated Action Selection in Robot Soccer,
Artificial Intelligence, Vol. 173, pp. 1014-1039.
(2009).
Keeping Diversity when Exploring Dynamic Environments, ACM Symposium on Applied Computing, SAC-2009, p.1192-1196.
(2008).
Engineering Self-Adaptation in Agent Societies:An Infection-Based Mechanism Overview, European Workshop on Multi-agent Systems (EUMAS-2008), Bath, UK.
(2008).
An infection-based mechanism for self-adaptation in multi-agent complex networks
, 2nd International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2008, p.161-170.
(2008).
Evaporation as a self-adaptation mechanism for PSO
, 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2008, p.465-466.
(2008).
Infection-Based Norm Emergence in Multi-Agent Complex Networks
, 18th European Conference on Artificial Intelligence (ECAI), p.891-892.
(2008).
Infection-based self-configuration in agent societies
, GECCO workshop on Evolutionary Computation and Multi-agent Systems and Simulation, p.1945-1952.
(2008).
Using expressive trends for identifying violin performers
, International Conference on Music Information Retrieval, ISMIR'08, p.495-500.
(2008).
Noticeably New: Case Reuse in Originality-Driven Tasks
, Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008. Lecture Notes in Artificial Intelligence, Volume 5239, Trier, Germany, p.165-179.
(2008).
Understanding Dubious Future Problems, Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008. Lecture Notes in Artificial Intelligence, Volume 5239, Trier, Germany, p.385-399.
(2008).
Using Introspective Reasoning to Improve CBR System Performance
, AAAI Metareasoning Workshop, p.21-28.
(2008).
Learning Violinist's Expressive Trends
, International Workshop on Machine Learning and Music.
(2008).
Electronic Institutions Development Environment
, 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 08), p.1657-1658.
(2008).
Engineering Autonomic Electronic Institutions
, Engineering Environment.Mediated Multi-Agent Systems IV. Lecture Notes in Artificial Intelligence, Vol. 5049, p.76-87. Springer-Verlag.
(2007).
Artificial Social Intelligence in MAS: from swarms to electronic institutions, Issues in Multi-Agent Systems: The AgentCities.ES Experience, p.145-177.
(2007).
Exploring Dubious Future Problems
, Twelfth UK Workshop on Case-Based Reasoning, p.52-63.
(2007).
Engineering Autonomic Electronic Institutions
, Proceedings of the Engineering Environment-Mediated Multiagent Systems Workshop. Satellite Conference at The European Conference on Complex Systems (ECCS 2007), p.45-52.
(2007).
Team Playing Behavior in Robot Soccer: A Case-Based Approach, Lecture Notes in Artificial Intelligence, Volume 4626, p.46-60.
(2007).
Beyond Individualism: Modeling Team Playing Behavior in Robot Soccer through Case-Based Reasoning
, AAAI-07 22d AAAI Conference on Artificial Intelligence, Vancouver, Canada, p.1671-1674.
(2007).
Playing with cases: Tempo Transformations of Jazz Performances using Case-Based Reasoning
, 20th FLAIRS Conference, Key West, Florida, p.8-11.
(2007).
E4Mas through Electronic Institutions, Environments for Multi-Agent Systems. Lecture Notes in Artificial Intelligence, Volume 4389, p.184-202.
[PDF]
(2007).
Acquiring a Robust Case Base for the Robot Soccer Domain
, Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), p.1029-1034.
(2007).
Expressivity-preserving Tempo Transformation for Music - A case.based approach, Lecture Notes in Artificial Intelligence, Volume 4314, p.1-6.
[PDF]
(2006).
A case based approach to expressivity-aware tempo transformation, Machine Learning, Volume 65, Number 2-3, p.411-437.
[PDF]
(2006).
Retrieving and Reusing Game Plays for Robot Soccer, Lecture Notes in Artificial Intelligence, Volume 4106, p.47-61.
[PDF]
(2006).
TempoExpress: An expresivity-preserving musical tempo transformation system
, 21st National Conference on Artificial Intelligence (AAAI-06), Boston, USA, 16-20 July 2006, Volume 2, p.1609-1612.
(2005).
An integrated developing environment for electronic institutions
, Software Agent based Applications. Platforms and Development Kits, p.121 - 142.
(2005).
A CBR system for autonomous robot navigation, Frontiers in Artificial Intelligenge and Applications, Number 131, p.299 - 306.
[PDF]
(2005).
Engineering open evironments with electronic institutions, Engineering applications of artificial intelligence, Volume 18, Number 2, p.191 - 204.
[PDF]
(2005).
Evolutionary optimization of music performance annotation, Lecture Notes in Computer Science, Volume 3310, p.347 - 358.
[PDF]
(2005).
Melody retrieval using the Implication/Realization Model
,6th Inter. Conf. On Music information retrieval. ISMIR 2005.
( First prize of the MIREX Symbolic Melodic Similarity Contest).
(2005).
Navigating Through Case Base Competence, Lecture Notes in Computer Science, Volume 3620, p.282 - 295.
[PDF]
(2004).
AMELI: An agent-based middleware for electronic institutions
, AAMAS 2004. Third international joint conference on autonomous agents and multiagent systems, Volume I, Number 3th, p.236-243.
(2004).
Engineering multi-agent systems as electronic institutions
, UPGRADE The European Journal for the Informatics Professional, Volume V, Number 4, p.33-39.
(2004).
Melodic Similarity: Looking for a Good Abstraction Level
, ISMIR 2004: 5th International Conference on Music Information Retrieval, p.210-215.
(2004).
TempoExpress, a CBR Approach to Musical Tempo Transformations
, In Advances in Case-Based Reasoning, Lecture Notes in Artificial Intelligence, Volume 3155, p.601-615.
(2004).
Improving the Quality of Solutions in Domain Evolving Environments, Lecture Notes in Artificial Intelligence, Number 3155, p.464-475.
[PDF]
(2004).
Music Performance Generation as Time Series Prediction
, Proceedings of the ECCBR 2004 Workshops, p.329-336.
(2004).
Using the Implication/Realization Model for Measuring Melodic Similarity
, 16th European Conference on Artificial Intelligence, ECAI 2004., p.1023-1024.
(2003).
Content-Based Transformations, Journal of New Music Research, Volume 32, Number 1, p.95-114.
(2003).
Development of an Industrial Design Support system for Air Pollution Treatment,
IJCAI'03 Workshop on Enviromental Decision Support Systems, p.1-8.
(2003).
Extracting performers' behaviors to annotate cases in a CBR system for musical tempo transformations, Lecture Notes in Artificial Intelligence, Volume 2689, p.20-34.
[PDF]
(2003).
Innovation awareness in case-based reasoning systems
, ICCBR'03 Workshop Proceedings, p.97-104.
(2003).
Melodic Characterization of monophonic Recordings for Expressive Tempo Transformations, Stockholm Music Acoustics Conferences (SMAC'03), Volume II, p.533 - 536.
(2003).
Social layer middleware for electronic institutions, The first european workshop on multi-agent systems.
(2003).
Tempo-Express: tempo transformations preserving musical expression,
IJCAI'03 Workshop on Methods for Automatic Music Performance and their Applications in a Public Rendering Contest, p.32-36.
(2002).
AI and Music: From Composition to Expressive Performance, AI Magazine, Volume 23, Number 3, p.43-57.
(2002).
A comparison of different approaches to melodic similarity, Music and artificial intelligence: Second international conference, ICMAI 2002, Edinburgh, Scotland, UK, September 12-14.
(2002).
Combining Fuzzy and Case-Based Reasoning to Generate Human-like Music Performances, Studies in Fuzziness and Soft Computing, Volume 29, p.21-32.
[PDF]
(2002).
Context-Aware Personal Information Agents, International Journal on Cooperative Information Systems, Volume 11, Number 3, p.245-264.
(2002).
Constructive adaptation, Lecture Notes in Artificial Intelligence, Volume 2416, p.306-320.
[PDF]
(2002).
Components for Case-Based Reasoning Systems, Lecture Notes in Artificial Intelligence, Number 2504, p.1-16.
(2001).
An interactive case-based reasoning approach for generating expressive music, Applied Intelligence, Volume 14, Number 1, p.115-129.
(2001).
Context aware agents for personal information services, Lecture notes in artificial intelligence, Volume 2182, p.44-55.
(2001).
Exploiting context awareness in information agents, 5th International Conference on Autonomous Agents, p.116-117.
(2001)
On the formal specification of electronic institutions, Lecture notes in artificial intelligence, Volume 1991, p.126-147.
[PDF]
(2001).
T-Air : a case-based reasoning sytem for designing chemical absorption plants, Lecture Notes in Artificial Intelligence, Volume 2080, p.576-588.
(2001).
The synthesis of expressive music : a challenging CBR application, Lecture Notes in Artificial Intelligence, Volume 2080, p.16-25.
[PDF]
(2001).
The SaxEx system for expressive music synthesis : a progress report, Workshop on Current Research Directions in Computer Music, p.17-22.
(2000).
Combining AI Techniques to Perform Expressive Music by Imitation, Artificial Intelligence and Music: Towards formal models for composition, performance and analysis, p.41-47.
(2000).
Formalising Agent Mediated Electronic Institutions, Congrès Català d'Intel.ligència Artificial, p.329-338.
(2000).
Institutionalising Open Multi-Agent Systems. A Formal Approach, Fourth International Conference on MultiAgent Systems (ICMAS'00), p.381-382.
(2000).
Towards a software architecture for case-based reasoning systems, Foundations of Intelligent Systems. Lecture Notes in Artificial Intelligence, Volume 1932, p.601-609.
(1999).
Affect-Driven CBR to generate expressive music, Lecture Notes in Artificial Intelligence, Volume 1650, p.1-13.
(1999).
Imitating human performances to automatically generate expressive jazz ballads, AISB'99 Symposium on imitation in animals and artifacts, p.115-120.
(1999).
Knowledge and experience reuse through communication among competent (peer) agents, International Journal of Software Engineering and Knowledge Engineering, Volume 9, Number 3, p.319-341.
(1998).
Affect-driven generation of expressive musical performances, AAAI'98 Fall Symposium on Emotional and Intelligent, p.1-6.
(1998).
Competing Agents in Agent-Mediated Institutions, Journal of Personal Technologies, Number 2, p.212-220.
(1998).
Generating expressive musical performances with SaxEx,
Journal of New Music Research, Volume 27, Number 3, p.194-210.
(1998).
Instituting Interactions Among Agents, First Int. Workshop on Interaction Agents, p.8-14.
(1998).
Instituting Interactions Among Agents, Proceedings of the "Primer Congrés Català d'Intel.ligència Artificial (CCIA'98), p.154-162.
(1998).
Integrating background musical knowledge in a CBR system for generating expressive musical performances, AAAI'98 Workshop on CBR Integrations, p.12-16.
(1998).
The Noos Representation Language, Monografies del IIIA - CSIC, Volume 6.
(1998).
Using Rules to support Case-based Reasoning for harmonizing melodies, AAAI Apring Symposium on Multimodal Reasoning, p.147-151.
(1997).
Cooperative Case-Based Reasoning, Artificial Intelligence Meets Machine Learning. Lecture Notes in Artificial Intelligence, Volume 1221, p.180-201.
(1997).
Generating expressive musical performances with SaxEx, International Workshop Kansei Technology of Emotion AIMI'97, p.147-152.
(1997).
NOOS: an integrated framework for problem solving and learning, KEML-97 Workshop on Knowledge Engineering Methods and Languages.
(1997).
Perspectives: a declarative bias mechanism for case retrieval, Lecture Notes in Artificial Intelligence, Volume 1266, p.279-290.
(1997).
SaxEx : a case-based reasoning system for generating expressive musical performances,
International Computer Music Conference ICMC'97, p.329-336.
(1996).
Cooperation Modes among Case-Based Reasoning Agents, Proceedings of the ECAI'96 Workshop on Learning in Distributed AI Systems, p.90-99.
(1996).
Inference and reflection in the object-centered representation language Noos, Future Generation Computer Systems Journal.
(1995).
Reflection in Noos: An object-centered representation language for knowledge modelling,
IJCAI'95 Workshop: On Reflection and Meta-Level Architecture and their Applications in AI, p.1-10.
(1994).
A Reflective Architecture for Integrated Memory-Based Learning and Reasoning, Lecture Notes in Artificial Intelligence, Volume 837, p.289-300.
(1994).
Flexible Integration of Multiple Learning Methods into a Problem-Solving Architecture, Lecture Notes in Artificial Intelligence, Volume 784, p.403-406.
(1994).
Integration of Learning into a Knowledge modelling framework, Lecture Notes in Artificial Intelligence, Volume 867, p.355-373.
(1993).
A Reflective Architecture for Integrated Memory-based Learning and Reasoning, EWCBR-93: First European Workshop on Case-Based Reasoning, University of Kaiserslautern, p.329-334.
(1993).
Reflection and Analogy in Memory-based Learning, MSL-93 Second International Workshop on Multistrategy Learning, p.42-49.
(1993).
Using Reflection Principles in the Integration of Learning and Problem Solving, ECML-93 Workshop on Integrated Learning Architectures, ILA-93.