Maikel León

According to our database, Maikel León authored at least 28 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification.

Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa

IEEE Trans. Cybern., October, 2023

Prolog-based agnostic explanation module for structured pattern classification.

Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa

Inf. Sci., April, 2023

Aggregating Procedure for Fuzzy Cognitive Maps.

Maikel León Espinosa

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2020

Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models.

Fabian Hoitsma, Andreas Knoben, Maikel León Espinosa, Gonzalo Nápoles

Proceedings of the Artificial Intelligence XXXVII, 2020

2019

Fuzzy Cognitive Modeling: Theoretical and Practical Considerations.

Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof

Proceedings of the Intelligent Decision Technologies 2019, 2019

2018

FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.

Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof

Int. J. Artif. Intell. Tools, 2018

2017

Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification.

Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges.

Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello

Proceedings of the Soft Computing Based Optimization and Decision Models, 2017

2016

Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization.

Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel León Espinosa, Koen Vanhoof

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Modeling and Experimentation Framework for Fuzzy Cognitive Maps.

Maikel León Espinosa, Gonzalo Nápoles Ruiz

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A computational tool for simulation and learning of Fuzzy Cognitive Maps.

Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Learning and clustering of fuzzy cognitive maps for travel behaviour analysis.

Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Koen Vanhoof

Knowl. Inf. Syst., 2014

2013

Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps.

Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof

Int. J. Comput. Intell. Syst., 2013

Fuzzy Cognitive Maps with Rough Concepts.

Maikel León, Benoît Depaire, Koen Vanhoof

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012

Mental maps and travel behaviour: meanings and models.

Els Hannes, Diana Kusumastuti, Maikel León Espinosa, Davy Janssens, Koen Vanhoof, Geert Wets

J. Geogr. Syst., 2012

Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps.

Gonzalo Nápoles, Isel Grau, Maikel León, Ricardo Grau

Proceedings of the Advances in Computational Intelligence, 2012

Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis.

Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof

Proceedings of the Management Intelligent Systems - First International Symposium, 2012

Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling.

Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance.

Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011

Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.

Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof

Proceedings of the Advances in Soft Computing, 2011

A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System.

Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof

Proceedings of the New Challenges on Bioinspired Applications, 2011

2010

A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences.

Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof

Polibits, 2010

Fuzzy Cognitive Maps for Modeling Complex Systems.

Maikel León, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof

Proceedings of the Advances in Artificial Intelligence, 2010

2008

Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach.

Maikel León, Isis Bonet, María M. García, Zoila Zenaida García

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

2007

Generating Intelligent Teaching-Learning Systems using Concept Maps and Case-Based Reasoning.

Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García

Rev. Avances en Sistemas Informática, 2007

Features Selection Through FS-Testors in Case-Based Systems of Teaching-Learning.

Natalia Martínez, Maikel León, Zoila Zenaida García

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Concept Maps Combined with Case-Based Reasoning in Order to Elaborate Intelligent Teaching/Learning Systems.

Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García Valdivia, Rafael Bello Pérez

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Concept maps and case-based reasoning: a perspective for the intelligent teaching/learning systems.

Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García Valdivia

Proceedings of the 2007 Euro American conference on Telematics and Information Systems, 2007