Gonzalo Nápoles

发表

A review on the long short-term memory model

Greg Van Houdt, Carlos Mosquera, Gonzalo Nápoles, 2020, Artificial Intelligence Review.

Rough Cognitive Networks

Koen Vanhoof, Rafael Bello, Isel Grau, 2016, Knowl. Based Syst..

Granular cognitive maps: a review

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2018, Granular Computing.

Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps

Isel Grau, María Matilde García Lorenzo, Gonzalo Nápoles, 2013, CIARP.

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

Koen Vanhoof, Isel Grau, Maikel León, 2018, Int. J. Artif. Intell. Tools.

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

Koen Vanhoof, Rafael Bello, Maikel León, 2011, MICAI.

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

Koen Vanhoof, Rafael Bello, Isel Grau, 2017, Soft Computing Based Optimization and Decision Models.

Hacia la diversidad de la bandada: procedimiento RSVN usando una distribución de Lévy

Rafael Bello, Isel Grau, Gonzalo Nápoles, 2014, Computación y Sistemas.

How to improve the convergence on sigmoid Fuzzy Cognitive Maps?

Koen Vanhoof, Rafael Bello, Gonzalo Nápoles, 2014, Intell. Data Anal..

Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors

Koen Vanhoof, Gonzalo Nápoles, Leticia Arco, 2018, IWAIPR.

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

Koen Vanhoof, Maikel León, Gonzalo Nápoles, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification

Koen Vanhoof, Isel Grau, Maikel León, 2017, 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI).

Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem

Koen Vanhoof, Rafael Bello, Elpiniki I. Papageorgiou, 2015, IWANN.

Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making

Koen Vanhoof, Rafael Bello, Isel Grau, 2014, RSEISP.

Constricted Particle Swarm Optimization based Algorithm for Global Optimization

Rafael Bello, Isel Grau, Gonzalo Nápoles, 2012, Polibits.

Expanding MLkNN Using Extended Rough Set Theory

Koen Vanhoof, Rafael Bello, María Matilde García Lorenzo, 2018, IWAIPR.

Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition

Koen Vanhoof, Rafael Bello, Elpiniki I. Papageorgiou, 2016, Neural Processing Letters.

Self-adaptive differential particle swarm using a ring topology for multimodal optimization

Ajith Abraham, Rafael Bello, Rafael Falcon, 2013, 2013 13th International Conference on Intellient Systems Design and Applications.

A review on methods and software for fuzzy cognitive maps

Koen Vanhoof, Rafael Bello, Gonzalo Nápoles, 2019, Artificial Intelligence Review.

Backpropagation through Time Algorithm for Training Recurrent Neural Networks using Variable Length Instances

Isis Bonet, Isel Grau, María M. García, 2013 .

A Granular Intrusion Detection System Using Rough Cognitive Networks

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2016, Recent Advances in Computational Intelligence in Defense and Security.

Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models

Maikel León, Gonzalo Nápoles, Fabian Hoitsma, 2020, SGAI Conf..

Rough cognitive ensembles

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2017, Int. J. Approx. Reason..

RETRACTED CHAPTER: Towards the Convergence in Fuzzy Cognitive Maps Based Decision-Making Models

Koen Vanhoof, Rafael Bello, Isel Grau, 2018 .

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

Koen Vanhoof, Rafael Bello, Maikel León, 2010, Polibits.

Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable

Isis Bonet, Isel Grau, María Matilde García Lorenzo, 2013, Computación y Sistemas.

On the convergence of sigmoid Fuzzy Cognitive Maps

Koen Vanhoof, Rafael Bello, Elpiniki I. Papageorgiou, 2016, Inf. Sci..

Comparative Analysis of Symbolic Reasoning Models for Fuzzy Cognitive Maps

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2019 .

Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps

Koen Vanhoof, Rafael Bello, Benoît Depaire, 2013, Int. J. Comput. Intell. Syst..

Retraction Note to: Towards the Convergence in Fuzzy Cognitive Maps Based Decision-Making Models

Koen Vanhoof, Rafael Bello, Isel Grau, 2018 .

Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning

Koen Vanhoof, Gonzalo Nápoles, Frank Vanhoenshoven, 2019, Neural Networks.

Mutación de la proteína proteasa del VIH utilizando optimización basada en colonia de hormigas y mapas cognitivos difusos: análisis de susceptibilidad a fármacos

Isel Grau, Gonzalo Nápoles, 2014, Computación y Sistemas.

Partitive granular Cognitive Maps to graded multilabel classification

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Explicit methods for attribute weighting in multi-attribute decision-making: a review study

Gonzalo Nápoles, Yamisleydi Salgueiro, Julio Pena, 2019, Artificial Intelligence Review.

Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium

Koen Vanhoof, Rafael Bello, Elpiniki I. Papageorgiou, 2016, Appl. Soft Comput..

Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach

Koen Vanhoof, Rafael Bello, Gonzalo Nápoles, 2013, CIARP.

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

Koen Vanhoof, Rafael Bello, Maikel León, 2011, IWINAC.

Fuzzy Activation of Rough Cognitive Ensembles Using OWA Operators

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2019, Uncertainty Management with Fuzzy and Rough Sets.

Fuzzy-Rough Cognitive Networks

Koen Vanhoof, Rafael Bello, Carlos Mosquera, 2018, Neural Networks.

A computational tool for simulation and learning of Fuzzy Cognitive Maps

Koen Vanhoof, Rafael Bello, Elpiniki I. Papageorgiou, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Pattern classification with Evolving Long-term Cognitive Networks

Gonzalo Nápoles, Yamisleydi Salgueiro, Agnieszka Jastrzebska, 2021, Inf. Sci..

Weighted aggregation of partial rankings using Ant Colony Optimization

Koen Vanhoof, Rafael Bello, Rafael Falcon, 2017, Neurocomputing.

Methods to Edit Multi-label Training Sets Using Rough Sets Theory

Koen Vanhoof, Rafael Bello, Gonzalo Nápoles, 2019, IJCRS.

Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems

Rafael Bello, Isel Grau, Gonzalo Nápoles, 2012, ANTS.

Detecting malicious URLs using machine learning techniques

Koen Vanhoof, Mario Köppen, Rafael Falcon, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Modeling and Experimentation Framework for Fuzzy Cognitive Maps

Maikel León, Gonzalo Nápoles, 2016, AAAI.

Best Next Preference Prediction Based on LSTM and Multi-level Interactions

Koen Vanhoof, Gonzalo Nápoles, Leticia Arco, 2021, IntelliSys.

Long-term Cognitive Network-based architecture for multi-label classification

Gonzalo Nápoles, Yamisleydi Salgueiro, Marilyn Bello, 2021, Neural Networks.

Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections

Koen Vanhoof, Rafael Bello, María Matilde García Lorenzo, 2021, IWAIPR.

Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study

Gonzalo Nápoles, Yamisleydi Salgueiro, Julio Pena, 2021, Artificial Intelligence Review.

Bias Quantification for Protected Features in Pattern Classification Problems

Gonzalo Nápoles, Lisa Koutsoviti Koumeri, 2021, CIARP.

Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks

Koen Vanhoof, Rafael Bello, Mabel Frias Dominguez, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

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

Isel Grau, Maikel León, Gonzalo Nápoles, 2021, IEEE Transactions on Cybernetics.

Data quality measures based on granular computing for multi-label classification

Koen Vanhoof, Rafael Bello, Gonzalo Nápoles, 2021, Inf. Sci..

Multi criteria methods used for assessing for companies' attractiveness

Koen Vanhoof, Elpiniki I. Papageorgiou, Gonzalo Nápoles, 2015 .

Towards Swarm Diversity: Random Sampling in Variable Neighborhoods Procedure Using a Lévy Distribution

Rafael Bello, Isel Grau, Gonzalo Nápoles, 2014 .

Mutating HIV Protease Protein Using Ant Colony Optimization and Fuzzy Cognitive Maps: Drug Susceptibility Analysis

Isel Grau, Gonzalo Nápoles, G. Nápoles, 2014 .