Gonzalo Nápoles

According to our database1, Gonzalo Nápoles authored at least 39 papers between 2010 and 2018.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2018
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Systems, 2018

Fuzzy-Rough Cognitive Networks.
Neural Networks, 2018

FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.
International Journal on Artificial Intelligence Tools, 2018

Expanding MLkNN Using Extended Rough Set Theory.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

2017
Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition.
Neural Processing Letters, 2017

Weighted aggregation of partial rankings using Ant Colony Optimization.
Neurocomputing, 2017

Rough cognitive ensembles.
Int. J. Approx. Reasoning, 2017

Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers.
Proceedings of the Advances in Soft Computing, 2017

Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges.
Proceedings of the Soft Computing Based Optimization and Decision Models, 2017

2016
A Granular Intrusion Detection System Using Rough Cognitive Networks.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016

Rough Cognitive Networks.
Knowl.-Based Syst., 2016

On the convergence of sigmoid Fuzzy Cognitive Maps.
Inf. Sci., 2016

Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium.
Appl. Soft Comput., 2016

Detecting malicious URLs using machine learning techniques.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Partitive granular Cognitive Maps to graded multilabel classification.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Modeling and Experimentation Framework for Fuzzy Cognitive Maps.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem.
Proceedings of the Advances in Computational Intelligence, 2015

A computational tool for simulation and learning of Fuzzy Cognitive Maps.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
How to improve the convergence on sigmoid Fuzzy Cognitive Maps?
Intell. Data Anal., 2014

Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance.
Expert Syst. Appl., 2014

Hacia la diversidad de la bandada: procedimiento RSVN usando una distribución de Lévy.
Computación y Sistemas, 2014

Mutación de la proteína proteasa del VIH utilizando optimización basada en colonia de hormigas y mapas cognitivos difusos: análisis de susceptibilidad a fármacos.
Computación y Sistemas, 2014

Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps.
Int. J. Comput. Intell. Syst., 2013

Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable.
Computación y Sistemas, 2013

Self-adaptive differential particle swarm using a ring topology for multimodal optimization.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Constricted Particle Swarm Optimization based Algorithm for Global Optimization.
Polibits, 2012

Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps.
Proceedings of the Advances in Computational Intelligence, 2012

Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems.
Proceedings of the Swarm Intelligence - 8th International Conference, 2012

2011
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.
Proceedings of the Advances in Soft Computing, 2011

A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System.
Proceedings of the New Challenges on Bioinspired Applications, 2011

2010
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences.
Polibits, 2010


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