PLAN DE FORMACIÓN, INICIACIÓN A LA INVESTIGACIÓN Y CAPTACIÓN DE TALENTO

Antonio Peregrin Rubio

Publicaciones

Online On-Device Adaptation of Linguistic Fuzzy Models for TinyML Systems

AI

Unmasking the physical information inherent to interstellar spectral line profiles with machine learning

Astronomy & Astrophysics

Assessing the Hands-on Usability of the Healthy Jeart App Specifically Tailored to Young Users

Healthcare

A Control Architecture for Developing Reactive Hybrid Remotely Operated Underwater Vehicles

Machines

Estimation of jellyfish abundance in the south-eastern Spanish coastline by using an explainable artificial intelligence model based on fuzzy logic

Estuarine, Coastal and Shelf Science

Fish abundance estimation with imaging sonar in semi-intensive aquaculture ponds

Aquacultural Engineering

Integrating local environmental data and information from non-driven citizen science to estimate jellyfish abundance in Costa del Sol (southern Spain)

Estuarine, Coastal and Shelf Science

Evolutionary Design of Linguistic Fuzzy Regression Systems with Adaptive Defuzzification in Big Data Environments

Cognitive Computation

A view of high dimensional, large-scale and big data fuzzy rule based regression and control systems

IEEE International Conference on Fuzzy Systems

A Review of Distributed Data Models for Learning

Lecture Notes in Computer Science

A scalable evolutionary linguistic fuzzy system with adaptive defuzzification in big data

IEEE International Conference on Fuzzy Systems

ECOS-LINCE: A high-intensity Heavy-ion facility for nuclear structure and reactions

Acta Physica Polonica B

Study on the use of uninorm aggregation operators in linguistic fuzzy modeling

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

ECOS-LINCE: A high intensity multi-ion superconducting LINAC for nuclear structure and reactions

IPAC 2014: Proceedings of the 5th International Particle Accelerator Conference

An efficient adaptive fuzzy inference system for complex and high dimensional regression problems in linguistic fuzzy modelling
A mechanism to improve the interpretability of linguistic fuzzy systems with adaptive defuzzification based on the use of a multi-objective evolutionary algorithm

International Journal of Computational Intelligence Systems

An efficient multi-objective evolutionary adaptive conjunction for high dimensional problems in linguistic fuzzy modelling
Efficient Distributed Genetic Algorithm for Rule extraction

Applied Soft Computing Journal

REGAL-TC: A distributed genetic algorithm for concept learning based on REGAL and the treatment of counterexamples
A methodology to generate compact and accurate fuzzy knowledge bases based on fuzzy clustering and evolutionary selection and tuning

International Conference on Fuzzy Systems

A multi-objective evolutionary algorithm with an interpretability improvement mechanism for Linguistic Fuzzy Systems with adaptive defuzzification
Parallel distributed two-level evolutionary multiobjective methodology for granularity learning and membership functions tuning in linguistic fuzzy systems
Parallel evolutionary multiobjective methodology for granularity and rule base learning in linguistic fuzzy systems
Rule base and adaptive fuzzy operators cooperative learning of Mamdani fuzzy systems with multi-objective genetic algorithms
Rule Base and Inference System Cooperative Learning of Mamdani Fuzzy Systems with Multiobjective Genetic Algorithms

PROCEEDINGS OF THE JOINT INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND EUROPEAN SOCIETY OF FUZZY LOGIC AND TECHNOLOGY CONFERENCE

Rule base and inference system cooperative learning of mamdani fuzzy systems with multiobjective genetic algorithms
Efficient distributed genetic algorithm for rule extraction
Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems
AUTHORS: Herrera, F, Marquez, FA, Peregrin, A

Ieee Transactions on Fuzzy Systems

Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems
AUTHORS: Alcala-Fdez, J, Herrera, F, Marquez, F, Peregrin, A

International Journal of Intelligent Systems

A Study on the Evolutionary Adaptive Defuzzification Methods in Fuzzy Modeling

International Journal of Hybrid Intelligent Systems

Stability analysis and synthesis of multivariable fuzzy systems using interval arithmetic
Searching for basic properties obtaining robust implication operators in fuzzy control
Searching for basic properties obtaining robust implication operators in fuzzy control

Fuzzy Sets and Systems

A Practical Study on the Implementation of Fuzzy Logic Controllers

The International Journal of Intelligent Control and Systems

Applicability of the fuzzy operators in the design of fuzzy logic controllers
Applicability of the fuzzy operators in the design of fuzzy logic controllers

Fuzzy Sets and Systems