Francisco Mugica

54 papers A 1B 14C 14Journal 16Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing broad learning through structured feature generation. Expert Syst. Appl. Mario Mallea, Àngela Nebot, Francisco Mugica
2026	J	`jnl`	Ensemble echo state networks trained collectively for reliable energy forecasting in facilities. Comput. Electr. Eng. Mario Mallea, Àngela Nebot, Francisco Mugica
2025	B	`conf`	Alternatives to Shallow Autoencoders for Collaborative Filtering. DaWaK Mario Mallea, Àngela Nebot, Francisco Mugica
2025	J	`jnl`	Rationalizing machine learning models for real-time health prognosis of lithium-ion batteries. Array Mario Mallea, Àngela Nebot, Francisco Mugica
2023	C	`conf`	Evolution of the Participation of Women in University Computer Science Studies in Spain and in Europe. FIE Àngela Nebot, Francisco Mugica
2020	J	`jnl`	On-The-Fly Syntheziser Programming with Fuzzy Rule Learning. Entropy Iván Paz Ortiz, Àngela Nebot, Francisco Mugica, Enrique Romero
2020	C	`conf`	The Importance of Robust and Reliable Energy Prediction Models: Next Generation of Smart Meters. SIMULTECH Sergio Jurado, Àngela Nebot, Francisco Mugica
2019	B	`conf`	Charting Perceptual Spaces with Fuzzy Rules. FUZZ-IEEE Iván Paz Ortiz, Àngela Nebot, Enrique Romero, Francisco Mugica
2019	B	`conf`	Comparison between Composite Index Solution Surfaces with Fuzzy Composite Index Decision Surfaces. FUZZ-IEEE J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica
2019	B	`conf`	K Nearest Neighbour Optimal Selection in Fuzzy Inductive Reasoning for Smart Grid Applications. FUZZ-IEEE Sergio Jurado, Àngela Nebot, Francisco Mugica
2018	—	`conf`	Classifying and Generalizing Successful Parameter Combinations for Sound Design. CCIA Iván Paz Ortiz, Àngela Nebot, Francisco Mugica, Enrique Romero
2018	J	`jnl`	Modeling perceptual categories of parametric musical systems. Pattern Recognit. Lett. Iván Paz Ortiz, Àngela Nebot, Francisco Mugica, Enrique Romero
2018	B	`conf`	Wrapper-based Fuzzy Inductive Reasoning model identification for imbalance data classification. FUZZ-IEEE Solmaz Bagherpour, Àngela Nebot, Francisco Mugica
2017	J	`jnl`	Fuzzy inductive reasoning forecasting strategies able to cope with missing data: A smart grid application. Appl. Soft Comput. Sergio Jurado, Àngela Nebot, Francisco Mugica, Mihail Mihaylov
2016	C	`conf`	A Proposal for Climate Change Resilience Management through Fuzzy Controllers. SIMULTECH J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica
2016	—	`conf`	A Rule-Extraction Algorithm for Describing Perceptual Parametric Subspaces in Algorithmic Composition Systems. CCIA Iván Paz Ortiz, Àngela Nebot, Enrique Romero, Francisco Mugica
2016	B	`conf`	A decision making support tool: The resilience management fuzzy controller. CEC J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica, Alfredo Vellido
2016	B	`conf`	A methodological approach for algorithmic composition systems' parameter spaces aesthetic exploration. CEC Iván Paz Ortiz, Àngela Nebot, Enrique Romero, Francisco Mugica, Alfredo Vellido
2016	C	`conf`	FIR as Classifier in the Presence of Imbalanced Data. ISNN Solmaz Bagherpour, Àngela Nebot, Francisco Mugica
2015	B	`conf`	A Fuzzy Inductive approach for rule-based modelling of high level structures in algorithmic composition systems. FUZZ-IEEE Francisco Mugica, Iván Paz Ortiz, Àngela Nebot, Enrique Romero
2015	B	`conf`	A Hierarchical perspective to Fuzzy Inductive Reasoning. FUZZ-IEEE Solmaz Bagherpour, Francisco Mugica, Àngela Nebot
2015	—	`conf`	A flexible fuzzy inductive reasoning approach for load modelling able to cope with missing data. SimuTools Sergio Jurado, Àngela Nebot, Francisco Mugica
2015	C	`conf`	Modeling Wine Preferences from Physicochemical Properties using Fuzzy Techniques. SIMULTECH Àngela Nebot, Francisco Mugica, Antoni Escobet
2015	C	`conf`	Tackling Non-linearity in Seismic Risk Estimation using Fuzzy Methods. SIMULTECH J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica, Helen Crowley
2014	C	`conf`	A holistic seismic risk scheme using fuzzy sets part one: The social system fragility. SIMULTECH J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica, Martha-Liliana Carreño, Alex H. Barbat
2014	C	`conf`	Hierarchical Fuzzy Inductive Reasoning Classifier. SIMULTECH Solmaz Bagherpour, Àngela Nebot, Francisco Mugica
2014	J	`jnl`	PEM fuel cell fault diagnosis via a hybrid methodology based on fuzzy and pattern recognition techniques. Eng. Appl. Artif. Intell. Antoni Escobet, Àngela Nebot, Francisco Mugica
2014	—	`conf`	Social Aggravation Estimation to Seismic Hazard Using Classical Fuzzy Methods. SIMULTECH (Selected Papers) J. Rubén González Cárdenas, Àngela Nebot, Francisco Mugica, Martha-Liliana Carreño, Alex H. Barbat
2014	—	`conf`	Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns. CCIA Iván Paz Ortiz, Àngela Nebot, Francisco Mugica, Enrique Romero
2013	C	`conf`	Fuzzy Approaches Improve Predictions of Energy Performance of Buildings. SIMULTECH Àngela Nebot, Francisco Mugica
2013	C	`conf`	Mobile App and Website for Major Depression Monitoring. SIMULTECH Àngela Nebot, Francisco Mugica, Luca Abdollahi
2013	B	`conf`	Short-term electric load forecasting using computational intelligence methods. FUZZ-IEEE Sergio Jurado, Juan Peralta, Àngela Nebot, Francisco Mugica, Paulo Cortez
2013	—	`conf`	Towards the Development of the Smart Grid: Fast Electricity Load Forecasting Using Different Hybrid Approaches. CCIA Sergio Jurado, Francisco Mugica, Àngela Nebot, Narcís Avellana
2012	C	`conf`	A Framework to Provide Real Time Useful Knowledge in E-Learning Environments. SIMULTECH Àngela Nebot, Francisco Mugica, Félix Castro
2012	J	`jnl`	Dealing with uncertainty in fuzzy inductive reasoning methodology CoRR Francisco Mugica, Àngela Nebot, Pilar Gómez
2012	J	`jnl`	Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems. Int. J. Gen. Syst. Àngela Nebot, Francisco Mugica
2012	J	`jnl`	Genetic Learning of Fuzzy Parameters in Predictive and Decision Support Modelling. Int. J. Comput. Intell. Syst. Àngela Nebot, Francisco Mugica, Félix Castro, Jesús Antonio Acosta Sarmiento
2012	B	`conf`	MADRIM: A major depression remote intelligent monitor. FUZZ-IEEE Francisco Mugica, Àngela Nebot, Solmaz Bagherpour, Antoni Serrano-Blanco, Luisa Baladón
2012	C	`conf`	Prediction of PM2.5 Concentrations using Fuzzy Inductive Reasoning in Mexico City. SIMULTECH Àngela Nebot, Francisco Mugica
2012	—	`conf`	Small-Particle Pollution Modeling Using Fuzzy Approaches. SIMULTECH (Selected Papers) Àngela Nebot, Francisco Mugica
2011	—	`conf`	A Major Depression Patient Evolution Model Based on Qualitative Reasoning. CCIA Francisco Mugica, Solmaz Bagherpour, Àngela Nebot, Antoni Serrano-Blanco, Luisa Baladón
2011	C	`conf`	Fuzzy Approaches for Modeling Dynamical Ecological Systems. SIMULTECH Àngela Nebot, Francisco Mugica, Benjamin Martinez-Lopez, Carlos Gay-García
2011	J	`jnl`	On the extraction of decision support rules from fuzzy predictive models. Appl. Soft Comput. Félix Castro, Àngela Nebot, Francisco Mugica
2010	B	`conf`	Fuzzy predictive models to help teachers in e-learning courses. IJCNN Àngela Nebot, Francisco Mugica, Félix Castro
2010	B	`conf`	Genetic fuzzy system for predictive and decision support modelling in e-learning. FUZZ-IEEE Àngela Nebot, Francisco Mugica, Félix Castro, Jesús Antonio Acosta Sarmiento
2009	J	`jnl`	Causal relevance to improve the prediction accuracy of dynamical systems using inductive reasoning. Int. J. Gen. Syst. Àngela Nebot, Francisco Mugica, Félix Castro
2009	J	`jnl`	Fuzzy inductive reasoning for variable selection analysis and modelling of biological systems. Int. J. Gen. Syst. Àngela Nebot, François E. Cellier, Raúl Carvajal, Francisco Mugica
2008	—	`conf`	A soft computing decision support framework to improve the e-learning experience. SpringSim Félix Castro, Àngela Nebot, Francisco Mugica
2006	B	`conf`	Learning what is important: feature selection and rule extraction in a virtual course. ESANN Terence A. Etchells, Àngela Nebot, Alfredo Vellido, Paulo J. G. Lisboa, Francisco Mugica
2006	J	`jnl`	Reasoning under uncertainty with FIR methodology. Int. J. Approx. Reason. Francisco Mugica, Àngela Nebot
2003	A	`conf`	Dealing with Uncertainty in Fuzzy Inductive Reasoning Methodology. UAI Francisco Mugica, Àngela Nebot, Pilar Gómez
2003	J	`jnl`	Modeling and Simulation of the Central Nervous System Control with Generic Fuzzy Models. Simul. Àngela Nebot, Francisco Mugica, François E. Cellier, Montserrat Vallverdú
2003	C	`conf`	Simulated Annealing for Automated Definition of Fuzzy Sets in Human Central Nervous System Modeling. CIARP Francisco Mugica, Àngela Nebot
1995	J	`jnl`	Inductive Reasoning Supports the Design of Fuzzy Controllers. J. Intell. Fuzzy Syst. François E. Cellier, Francisco Mugica