Gonzalo Nápoles

136 papers B 8C 6Journal 81Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Backpropagation-Based Counterfactual Explanations for Quasi-Nonlinear Fuzzy Cognitive Maps. IEEE Trans. Syst. Man Cybern. Syst. Marios Tyrovolas, Gonzalo Nápoles, Chrysostomos D. Stylios
2026	J	`jnl`	Enhancing quasi-nonlinear long-term cognitive networks with temporal attention for pattern classification. Neurocomputing Gonzalo Nápoles, Yamisleydi Salgueiro
2026	J	`jnl`	Graph based transfer learning with orthogonal tunning for functionality size insights. Autom. Softw. Eng. Nevena Rankovic, Dragica Rankovic, Gonzalo Nápoles, Federico Zamberlan
2026	J	`jnl`	Sparseness-Optimized Feature Importance for Time Series Classification. IEEE Access Isel Grau, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2026	J	`jnl`	Sparseness-optimized feature importance with prior knowledge and reinforcement learning-powered optimization. Neurocomputing Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2025	J	`jnl`	A Review on Fuzzy Cognitive Mapping: Recent Advances and Algorithms. Big Data Cogn. Comput. Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro, Maikel León
2025	J	`jnl`	AI in Support of Diversity and Inclusion. CoRR Çiçek Güven, Afra Alishahi, Henry Brighton, Gonzalo Nápoles, Juan Sebastian Olier, Marie Safár, Eric O. Postma, Dimitar Shterionov, Mirella De Sisto, Eva Vanmassenhove
2025	J	`jnl`	Classic Fuzzy Cognitive Maps Are Not Universal Approximators. IEEE Trans. Fuzzy Syst. Leonardo Concepción, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2025	J	`jnl`	Data Augmentation Techniques for fMRI Data: A Technical Survey. IEEE Access Valentina Sánchez, Çiçek Güven, Gonzalo Nápoles, Marie Safár Postma
2025	J	`jnl`	Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis. IEEE Access Ava Mohammadi, Gonzalo Nápoles, Yamisleydi Salgueiro
2025	J	`jnl`	Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps. Appl. Soft Comput. Leonardo Concepción, Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
2025	J	`jnl`	Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps. Neurocomputing Gonzalo Nápoles, Jose L. Salmeron, Yamisleydi Salgueiro
2025	J	`jnl`	Learning of Fuzzy Cognitive Map models without training data. Neurocomputing Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Yamisleydi Salgueiro, Koen Vanhoof
2025	J	`jnl`	Learning of Quasi-nonlinear Long-term Cognitive Networks using iterative numerical methods. Knowl. Based Syst. Gonzalo Nápoles, Yamisleydi Salgueiro
2025	J	`jnl`	Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps. Neurocomputing Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2025	J	`jnl`	Macroeconomic nowcasting (st)ability: Evidence from vintages of time-series data. Expert Syst. Appl. Elzbieta Jowik, Agnieszka Jastrzebska, Gonzalo Nápoles
2025	J	`jnl`	Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification. AI Soc. Fabian Hoitsma, Gonzalo Nápoles, Çiçek Güven, Yamisleydi Salgueiro
2025	J	`jnl`	The Human Brain as a Combinatorial Complex. CoRR Valentina Sánchez, Çiçek Güven, Koen Haak, Theodore Papamarkou, Gonzalo Nápoles, Marie Safár Postma
2024	—	`conf`	A New Symbolic Time Series Representation Method Based on Data Fuzzification. ISD Agnieszka Jastrzebska, Zofia Matusiewicz, Gonzalo Nápoles
2024	J	`jnl`	A revised cognitive mapping methodology for modeling and simulation. Knowl. Based Syst. Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2024	J	`jnl`	Backpropagation through time learning for recurrence-aware long-term cognitive networks. Knowl. Based Syst. Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
2024	J	`jnl`	ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space. Inf. Fusion Marilyn Bello, Pablo Costa, Gonzalo Nápoles, Pablo Mesejo, Oscar Cordón
2024	J	`jnl`	Forward Composition Propagation for Explainable Neural Reasoning. IEEE Comput. Intell. Mag. Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro, Agnieszka Jastrzebska
2024	—	`conf`	Long Short-term Cognitive Networks: An Empirical Performance Study. EAIS Gonzalo Nápoles, Isel Grau
2024	J	`jnl`	REPROT: Explaining the predictions of complex deep learning architectures for object detection through reducts of an image. Inf. Sci. Marilyn Bello, Gonzalo Nápoles, Leonardo Concepción, Rafael Bello, Pablo Mesejo, Oscar Cordón
2024	—	`conf`	Sparseness-Optimized Feature Importance. xAI (2) Isel Grau, Gonzalo Nápoles
2023	C	`conf`	Feature Importance for Clustering. CIARP Gonzalo Nápoles, Niels Griffioen, Samaneh Khoshrou, Çiçek Güven
2023	J	`jnl`	Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification. IEEE Trans. Cybern. Agnieszka Jastrzebska, Gonzalo Nápoles, Wladyslaw Homenda, Koen Vanhoof
2023	—	`conf`	Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. IntelliSys (1) Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
2023	J	`jnl`	Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. CoRR Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
2023	J	`jnl`	On the interpretability of Fuzzy Cognitive Maps. Knowl. Based Syst. Gonzalo Nápoles, Nevena Rankovic, Yamisleydi Salgueiro
2023	C	`conf`	Presumably Correct Undersampling. CIARP Gonzalo Nápoles, Isel Grau
2023	J	`jnl`	Presumably correct decision sets. Pattern Recognit. Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2023	J	`jnl`	Prolog-based agnostic explanation module for structured pattern classification. Inf. Sci. Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa
2023	J	`jnl`	Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. IEEE Trans. Cybern. Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
2023	J	`jnl`	School dropout prediction and feature importance exploration in Malawi using household panel data: machine learning approach. J. Comput. Soc. Sci. Hazal Colak Oz, Çiçek Güven, Gonzalo Nápoles
2023	—	`conf`	Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering. IWAIPR Gonzalo Nápoles, Leonardo Concepción, Büsra Özgöde Yigin, Görkem Saygili, Koen Vanhoof, Rafael Bello
2022	J	`jnl`	A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets. Pattern Recognit. Lett. Gonzalo Nápoles, Lisa Koutsoviti Koumeri
2022	J	`jnl`	Evaluating time series similarity using concept-based models. Knowl. Based Syst. Agnieszka Jastrzebska, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2022	B	`conf`	Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation. IJCNN Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, María M. García, Rafael Bello
2022	J	`jnl`	FCMpy: a python module for constructing and analyzing fuzzy cognitive maps. PeerJ Comput. Sci. Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
2022	J	`jnl`	Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models. IEEE Trans. Cybern. Leonardo Concepción, Gonzalo Nápoles, Isel Grau, Witold Pedrycz
2022	J	`jnl`	Long short-term cognitive networks. Neural Comput. Appl. Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2022	J	`jnl`	Modeling implicit bias with fuzzy cognitive maps. Neurocomputing Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
2022	—	`conf`	Multi-objective Hyperparameter Optimization with Performance Uncertainty. OLA Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
2022	J	`jnl`	Multi-objective hyperparameter optimization with performance uncertainty. CoRR Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
2022	J	`jnl`	Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems. Expert Syst. Appl. Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2022	J	`jnl`	Online learning of windmill time series using Long Short-term Cognitive Networks. Expert Syst. Appl. Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2022	—	`conf`	Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks. MICAI (1) Mabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
2022	J	`jnl`	Which is the best model for my data? CoRR Gonzalo Nápoles, Isel Grau, Çiçek Güven, Orçun Özdemir, Yamisleydi Salgueiro
2021	J	`jnl`	A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets. CoRR Gonzalo Nápoles, Lisa Koutsoviti Koumeri
2021	—	`conf`	Best Next Preference Prediction Based on LSTM and Multi-level Interactions. IntelliSys (1) Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2021	C	`conf`	Bias Quantification for Protected Features in Pattern Classification Problems. CIARP Lisa Koutsoviti Koumeri, Gonzalo Nápoles
2021	J	`jnl`	Construction and Supervised Learning of Long-Term Grey Cognitive Networks. IEEE Trans. Cybern. Gonzalo Nápoles, Jose L. Salmeron, Koen Vanhoof
2021	J	`jnl`	Data quality measures based on granular computing for multi-label classification. Inf. Sci. Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2021	J	`jnl`	FCMpy: A Python Module for Constructing and Analyzing Fuzzy Cognitive Maps. CoRR Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Gonzalo Nápoles, Nanne K. de Vries, Rik Crutzen
2021	J	`jnl`	Forward Composition Propagation for Explainable Neural Reasoning. CoRR Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro
2021	J	`jnl`	Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study. Artif. Intell. Rev. Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2021	—	`conf`	Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections. IWAIPR Marilyn Bello, Yaumara Aguilera, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
2021	J	`jnl`	Long Short-term Cognitive Networks. CoRR Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2021	J	`jnl`	Long-term Cognitive Network-based architecture for multi-label classification. Neural Networks Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro
2021	J	`jnl`	Measuring Wind Turbine Health Using Drifting Concepts. CoRR Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2021	J	`jnl`	Modeling Implicit Bias with Fuzzy Cognitive Maps. CoRR Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
2021	J	`jnl`	Natural language techniques supporting decision modelers. Data Min. Knowl. Discov. Leticia Arco, Gonzalo Nápoles, Frank Vanhoenshoven, Ana Laura Lara, Gladys Casas, Koen Vanhoof
2021	B	`conf`	Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks. IJCNN Mabel Frias Dominguez, Gonzalo Nápoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello
2021	J	`jnl`	Online learning of windmill time series using Long Short-term Cognitive Networks. CoRR Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2021	J	`jnl`	Pattern classification with Evolving Long-term Cognitive Networks. Inf. Sci. Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2021	J	`jnl`	Prolog-based agnostic explanation module for structured pattern classification. CoRR Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa
2021	J	`jnl`	Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. CoRR Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
2021	J	`jnl`	Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. Leonardo Concepción, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Rafael Bello
2020	J	`jnl`	A review on the long short-term memory model. Artif. Intell. Rev. Greg Van Houdt, Carlos Mosquera, Gonzalo Nápoles
2020	—	`conf`	Customer Interaction Networks Based on Multiple Instance Similarities. BIS Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2020	J	`jnl`	Deep neural network to extract high-level features and labels in multi-label classification problems. Neurocomputing Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Rafael Bello, Koen Vanhoof
2020	J	`jnl`	Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches. Neural Networks Gonzalo Nápoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, Wladyslaw Homenda
2020	—	`conf`	Evolving Recurrent Neural Networks for Pattern Classification. IntelliSys (1) Gonzalo Nápoles
2020	J	`jnl`	Explicit methods for attribute weighting in multi-attribute decision-making: a review study. Artif. Intell. Rev. Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2020	B	`conf`	Fast k-Fuzzy-Rough Cognitive Networks. IJCNN Gonzalo Nápoles, Wouter Goossens, Quinten Moesen, Carlos Mosquera
2020	—	`conf`	Feature and Label Association Based on Granulation Entropy for Deep Neural Networks. IJCRS Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello
2020	J	`jnl`	Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. IEEE Trans. Neural Networks Learn. Syst. Gonzalo Nápoles, Frank Vanhoenshoven, Rafael Falcon, Koen Vanhoof
2020	—	`conf`	On the Behavior of Fuzzy Grey Cognitive Maps. IJCRS Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2020	—	`conf`	Outliers Detection in Multi-label Datasets. MICAI (1) Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello
2020	J	`jnl`	Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting. Appl. Soft Comput. Frank Vanhoenshoven, Gonzalo Nápoles, Wojciech Froelich, Jose L. Salmeron, Koen Vanhoof
2020	J	`jnl`	Recommender system using Long-term Cognitive Networks. Knowl. Based Syst. Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2020	—	`conf`	Rough Net Approach for Community Detection Analysis in Complex Networks. IJCRS Ivett Fuentes, Arian Pina, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2020	—	`conf`	Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models. SGAI Conf. Fabian Hoitsma, Andreas Knoben, Maikel León Espinosa, Gonzalo Nápoles
2019	—	`conf`	A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification. WEA Mabel Frias Dominguez, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
2019	J	`jnl`	A review on methods and software for fuzzy cognitive maps. Artif. Intell. Rev. Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello
2019	—	`conf`	Fuzzy Cognitive Maps: A Business Intelligence Discussion. KES-IDT (1) Gonzalo Nápoles, Greg Van Houdt, Manal Laghmouch, Wouter Goossens, Quinten Moesen, Benoît Depaire
2019	—	`conf`	Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. KES-IDT (1) Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof
2019	C	`conf`	Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance. ICMLA Marnick Vanloffelt, Gonzalo Nápoles, Koen Vanhoof
2019	—	`conf`	Methods to Edit Multi-label Training Sets Using Rough Sets Theory. IJCRS Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019	—	`conf`	Multi-agent-Based Decision Support Systems in Smart Microgrids. KES-IDT (1) Yamisleydi Salgueiro, Marco Rivera, Gonzalo Nápoles
2019	C	`conf`	Prototypes Generation from Multi-label Datasets Based on Granular Computing. CIARP Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019	—	`conf`	Reduction Methods for Multi-Label Datasets Based on Granular Computing. BNAIC/BENELEARN Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019	J	`jnl`	Short-term cognitive networks, flexible reasoning and nonsynaptic learning. Neural Networks Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
2019	B	`conf`	Synaptic Learning of Long-Term Cognitive Networks with Inputs. IJCNN Richar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé
2018	—	`conf`	Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors. IWAIPR Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2018	—	`conf`	Expanding MLkNN Using Extended Rough Set Theory. IWAIPR Gabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof
2018	J	`jnl`	FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps. Int. J. Artif. Intell. Tools Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof
2018	J	`jnl`	Fuzzy-Rough Cognitive Networks. Neural Networks Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
2018	J	`jnl`	On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello, Koen Vanhoof
2018	—	`conf`	Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. CIVEMSA Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Rafael Bello, Koen Vanhoof
2018	J	`jnl`	Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning. CoRR Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
2017	—	`conf`	Forecasting Social Security Revenues in Jordan Using Fuzzy Cognitive Maps. KES-IDT (1) Ahmad Zyad Alghzawi, Gonzalo Nápoles, George Sammour, Koen Vanhoof
2017	—	`conf`	Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges. Soft Computing Based Optimization and Decision Models Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello
2017	—	`conf`	Fuzzy Cognitive Maps Employing ARIMA Components for Time Series Forecasting. KES-IDT (1) Frank Vanhoenshoven, Gonzalo Nápoles, Samantha Bielen, Koen Vanhoof
2017	—	`conf`	Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers. MICAI (1) Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
2017	B	`conf`	Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification. ICTAI Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof
2017	J	`jnl`	Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition. Neural Process. Lett. Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017	J	`jnl`	Rough cognitive ensembles. Int. J. Approx. Reason. Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017	J	`jnl`	Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	—	`ch.`	A Granular Intrusion Detection System Using Rough Cognitive Networks. Recent Advances in Computational Intelligence in Defense and Security Gonzalo Nápoles, Isel Grau, Rafael Falcon, Rafael Bello, Koen Vanhoof
2016	—	`conf`	Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization. SSCI Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel León Espinosa, Koen Vanhoof
2016	—	`conf`	Detecting malicious URLs using machine learning techniques. SSCI Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Mario Köppen
2016	J	`jnl`	On the convergence of sigmoid Fuzzy Cognitive Maps. Inf. Sci. Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
2016	B	`conf`	Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	J	`jnl`	Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium. Appl. Soft Comput. Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016	J	`jnl`	Rough Cognitive Networks. Knowl. Based Syst. Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2015	B	`conf`	A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
2015	—	`conf`	Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. IWANN (2) Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2014	B	`conf`	Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach. EvoApplications Gonzalo Nápoles, Isel Grau, Ricardo Pérez-García, Rafael Bello
2014	J	`jnl`	How to improve the convergence on sigmoid Fuzzy Cognitive Maps? Intell. Data Anal. Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2014	—	`conf`	Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making. RSEISP Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello
2014	J	`jnl`	Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance. Expert Syst. Appl. Gonzalo Nápoles, Isel Grau, Rafael Bello, Ricardo Grau
2013	J	`jnl`	Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable. Computación y Sistemas Isel Grau, Gonzalo Nápoles, Isis Bonet, María M. García
2013	—	`conf`	Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach. CIARP (1) Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2013	—	`conf`	Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps. CIARP (2) Isel Grau, Gonzalo Nápoles, María M. García
2013	C	`conf`	Self-adaptive differential particle swarm using a ring topology for multimodal optimization. ISDA Gonzalo Nápoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham
2013	J	`jnl`	Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps. Int. J. Comput. Intell. Syst. Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof
2012	J	`jnl`	Constricted Particle Swarm Optimization based Algorithm for Global Optimization. Polibits Gonzalo Nápoles, Isel Grau, Rafael Bello
2012	—	`conf`	Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance. IBERAMIA Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau
2012	—	`conf`	Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps. MICAI (2) Gonzalo Nápoles, Isel Grau, Maikel León, Ricardo Grau
2012	—	`conf`	Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems. ANTS Gonzalo Nápoles, Isel Grau, Rafael Bello
2011	—	`conf`	A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System. IWINAC (2) Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
2011	—	`conf`	Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning. MICAI (2) Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
2010	J	`jnl`	A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences. Polibits Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof