Francisco Mugica

Orcid: 0000-0003-2843-0427

According to our database1, Francisco Mugica authored at least 49 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Evolution of the Participation of Women in University Computer Science Studies in Spain and in Europe.
Proceedings of the IEEE Frontiers in Education Conference, 2023

2020
On-The-Fly Syntheziser Programming with Fuzzy Rule Learning.
Entropy, 2020

The Importance of Robust and Reliable Energy Prediction Models: Next Generation of Smart Meters.
Proceedings of the 10th International Conference on Simulation and Modeling Methodologies, 2020

2019
Charting Perceptual Spaces with Fuzzy Rules.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

K Nearest Neighbour Optimal Selection in Fuzzy Inductive Reasoning for Smart Grid Applications.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Comparison between Composite Index Solution Surfaces with Fuzzy Composite Index Decision Surfaces.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Modeling perceptual categories of parametric musical systems.
Pattern Recognit. Lett., 2018

Wrapper-based Fuzzy Inductive Reasoning model identification for imbalance data classification.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Classifying and Generalizing Successful Parameter Combinations for Sound Design.
Proceedings of the Artificial Intelligence Research and Development, 2018

2017
Fuzzy inductive reasoning forecasting strategies able to cope with missing data: A smart grid application.
Appl. Soft Comput., 2017

2016
A Proposal for Climate Change Resilience Management through Fuzzy Controllers.
Proceedings of the 6th International Conference on Simulation and Modeling Methodologies, 2016

FIR as Classifier in the Presence of Imbalanced Data.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016

A methodological approach for algorithmic composition systems' parameter spaces aesthetic exploration.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A decision making support tool: The resilience management fuzzy controller.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Rule-Extraction Algorithm for Describing Perceptual Parametric Subspaces in Algorithmic Composition Systems.
Proceedings of the Artificial Intelligence Research and Development, 2016

2015
A flexible fuzzy inductive reasoning approach for load modelling able to cope with missing data.
Proceedings of the 8th International Conference on Simulation Tools and Techniques, 2015

Modeling Wine Preferences from Physicochemical Properties using Fuzzy Techniques.
Proceedings of the SIMULTECH 2015 - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Colmar, Alsace, France, 21, 2015

Tackling Non-linearity in Seismic Risk Estimation using Fuzzy Methods.
Proceedings of the SIMULTECH 2015 - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Colmar, Alsace, France, 21, 2015

A Fuzzy Inductive approach for rule-based modelling of high level structures in algorithmic composition systems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A Hierarchical perspective to Fuzzy Inductive Reasoning.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
PEM fuel cell fault diagnosis via a hybrid methodology based on fuzzy and pattern recognition techniques.
Eng. Appl. Artif. Intell., 2014

A holistic seismic risk scheme using fuzzy sets part one: The social system fragility.
Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Social Aggravation Estimation to Seismic Hazard Using Classical Fuzzy Methods.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2014

Hierarchical Fuzzy Inductive Reasoning Classifier.
Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns.
Proceedings of the Artificial Intelligence Research and Development, 2014

2013
Mobile App and Website for Major Depression Monitoring.
Proceedings of the SIMULTECH 2013, 2013

Fuzzy Approaches Improve Predictions of Energy Performance of Buildings.
Proceedings of the SIMULTECH 2013, 2013

Short-term electric load forecasting using computational intelligence methods.
Proceedings of the FUZZ-IEEE 2013, 2013

Towards the Development of the Smart Grid: Fast Electricity Load Forecasting Using Different Hybrid Approaches.
Proceedings of the Artificial Intelligence Research and Development, 2013

2012
Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems.
Int. J. Gen. Syst., 2012

Genetic Learning of Fuzzy Parameters in Predictive and Decision Support Modelling.
Int. J. Comput. Intell. Syst., 2012

A Framework to Provide Real Time Useful Knowledge in E-Learning Environments.
Proceedings of the SIMULTECH 2012 - Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Rome, Italy, 28, 2012

Small-Particle Pollution Modeling Using Fuzzy Approaches.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2012

Prediction of PM2.5 Concentrations using Fuzzy Inductive Reasoning in Mexico City.
Proceedings of the SIMULTECH 2012 - Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Rome, Italy, 28, 2012

MADRIM: A major depression remote intelligent monitor.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
On the extraction of decision support rules from fuzzy predictive models.
Appl. Soft Comput., 2011

Fuzzy Approaches for Modeling Dynamical Ecological Systems.
Proceedings of the SIMULTECH 2011 - Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Noordwijkerhout, The Netherlands, 29, 2011

A Major Depression Patient Evolution Model Based on Qualitative Reasoning.
Proceedings of the Artificial Intelligence Research and Development, 2011

2010
Fuzzy predictive models to help teachers in e-learning courses.
Proceedings of the International Joint Conference on Neural Networks, 2010

Genetic fuzzy system for predictive and decision support modelling in e-learning.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Causal relevance to improve the prediction accuracy of dynamical systems using inductive reasoning.
Int. J. Gen. Syst., 2009

Fuzzy inductive reasoning for variable selection analysis and modelling of biological systems.
Int. J. Gen. Syst., 2009

2008
A soft computing decision support framework to improve the e-learning experience.
Proceedings of the 2008 Spring Simulation Multiconference, 2008

2006
Reasoning under uncertainty with FIR methodology.
Int. J. Approx. Reason., 2006

Learning what is important: feature selection and rule extraction in a virtual course.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2003
Modeling and Simulation of the Central Nervous System Control with Generic Fuzzy Models.
Simul., 2003

Dealing with Uncertainty in Fuzzy Inductive Reasoning Methodology.
Proceedings of the UAI '03, 2003

Simulated Annealing for Automated Definition of Fuzzy Sets in Human Central Nervous System Modeling.
Proceedings of the Progress in Pattern Recognition, 2003

1995
Inductive Reasoning Supports the Design of Fuzzy Controllers.
J. Intell. Fuzzy Syst., 1995


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