Gonzalo Nápoles
Orcid: 0000-0003-1936-3701
According to our database1,
Gonzalo Nápoles
authored at least 122 papers
between 2010 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2026
Enhancing quasi-nonlinear long-term cognitive networks with temporal attention for pattern classification.
Neurocomputing, 2026
2025
Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification.
AI Soc., April, 2025
Learning of Quasi-nonlinear Long-term Cognitive Networks using iterative numerical methods.
Knowl. Based Syst., 2025
Neurocomputing, 2025
Neurocomputing, 2025
Expert Syst. Appl., 2025
Appl. Soft Comput., 2025
Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis.
IEEE Access, 2025
2024
IEEE Comput. Intell. Mag., February, 2024
REPROT: Explaining the predictions of complex deep learning architectures for object detection through reducts of an image.
Inf. Sci., January, 2024
Backpropagation through time learning for recurrence-aware long-term cognitive networks.
Knowl. Based Syst., 2024
Knowl. Based Syst., 2024
ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space.
Inf. Fusion, 2024
Proceedings of the Explainable Artificial Intelligence, 2024
Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024
2023
IEEE Trans. Cybern., October, 2023
School dropout prediction and feature importance exploration in Malawi using household panel data: machine learning approach.
J. Comput. Soc. Sci., April, 2023
Inf. Sci., April, 2023
IEEE Trans. Cybern., 2023
Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023
Proceedings of the Intelligent Systems and Applications, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
2022
IEEE Trans. Cybern., 2022
A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets.
Pattern Recognit. Lett., 2022
PeerJ Comput. Sci., 2022
Knowl. Based Syst., 2022
Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems.
Expert Syst. Appl., 2022
Expert Syst. Appl., 2022
Proceedings of the Optimization and Learning - 5th International Conference, 2022
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks.
Proceedings of the Advances in Computational Intelligence, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Fuzzy Syst., 2021
IEEE Trans. Cybern., 2021
Neural Networks, 2021
Inf. Sci., 2021
Data Min. Knowl. Discov., 2021
Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study.
Artif. Intell. Rev., 2021
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021
Proceedings of the Intelligent Systems and Applications, 2021
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches.
Neural Networks, 2020
Deep neural network to extract high-level features and labels in multi-label classification problems.
Neurocomputing, 2020
Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting.
Appl. Soft Comput., 2020
Explicit methods for attribute weighting in multi-attribute decision-making: a review study.
Artif. Intell. Rev., 2020
Proceedings of the Artificial Intelligence XXXVII, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Advances in Soft Computing, 2020
Proceedings of the Intelligent Systems and Applications, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Business Information Systems - 23rd International Conference, 2020
2019
Neural Networks, 2019
Proceedings of the Applied Computer Sciences in Engineering, 2019
Proceedings of the Rough Sets - International Joint Conference, 2019
Proceedings of the Intelligent Decision Technologies 2019, 2019
Proceedings of the Intelligent Decision Technologies 2019, 2019
Proceedings of the Intelligent Decision Technologies 2019, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
IEEE Trans. Fuzzy Syst., 2018
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.
Int. J. Artif. Intell. Tools, 2018
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2018
2017
Neural Process. Lett., 2017
Neurocomputing, 2017
Proceedings of the Advances in Soft Computing, 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
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
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium.
Appl. Soft Comput., 2016
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
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
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
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
Polibits, 2012
Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps.
Proceedings of the Advances in Computational Intelligence, 2012
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