Rafael Bello

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 59

Top Venues

Publications

Gonzalo Nápoles, Leonardo Concepción, Büsra Özgöde Yigin, Görkem Saygili, Koen Vanhoof, Rafael Bello
Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering. IWAIPR (2023)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, María M. García, Rafael Bello
Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation. IJCNN (2022)
Mabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks. MICAI (1) (2022)
Jairo Rojas-Delgado, J. A. Jiménez, Rafael Bello, José Antonio Lozano
Hyper-parameter Optimization Using Continuation Algorithms. MIC (2022)
Leonardo Concepción, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Rafael Bello
Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Marilyn Bello, Yaumara Aguilera, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections. IWAIPR (2021)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Data quality measures based on granular computing for multi-label classification. Inf. Sci. 560 (2021)
Mabel Frias Dominguez, Gonzalo Nápoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks. IJCNN (2021)
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello
Feature and Label Association Based on Granulation Entropy for Deep Neural Networks. IJCRS (2020)
Iliana Perez Pupo, Pedro Yobanis Piñero Pérez, Rafael Bello, Luis Alvarado Acuña, Roberto García Vacacela
Linguistic Summaries Generation with Hybridization Method Based on Rough and Fuzzy Sets. IJCRS (2020)
Lenniet Coello, Yaima Filiberto, Rafael Bello, Mabel Frias, Rafael Falcon
IRBASIR-B: Rule Induction from Similarity Relations, a Bayesian Approach. WEA (2020)
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Rafael Bello, Koen Vanhoof
Deep neural network to extract high-level features and labels in multi-label classification problems. Neurocomputing 413 (2020)
Iliana Perez Pupo, Pedro Yobanis Piñero Pérez, Roberto García Vacacela, Rafael Bello, Luis Alvarado Acuña
Discovering Fails in Software Projects Planning Based on Linguistic Summaries. IJCRS (2020)
Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
On the Behavior of Fuzzy Grey Cognitive Maps. IJCRS (2020)
Darian Horacio Grass-Boada, Airel Pérez Suárez, Leticia Arco, Rafael Bello, Alejandro Rosete
Overlapping Community Detection Using Multi-objective Approach and Rough Clustering. IJCRS (2020)
Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello
Outliers Detection in Multi-label Datasets. MICAI (1) (2020)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Methods to Edit Multi-label Training Sets Using Rough Sets Theory. IJCRS (2019)
Mabel Frias Dominguez, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification. WEA (2019)
Laidy De Armas Jacomino, Danilo Valdes, Carlos Morell, Rafael Bello
Solutions To Storage Spaces Allocation Problem for Import Containers by Exact and Heuristic Methods. Computación y Sistemas 23 (1) (2019)
Richar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé
Synaptic Learning of Long-Term Cognitive Networks with Inputs. IJCNN (2019)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Reduction Methods for Multi-Label Datasets Based on Granular Computing. BNAIC/BENELEARN (2019)
Jairo Rojas-Delgado, Rafael A. Trujillo-Rasúa, Rafael Bello
A continuation approach for training Artificial Neural Networks with meta-heuristics. Pattern Recognit. Lett. 125 (2019)
Jairo Rojas-Delgado, Rafael A. Trujillo-Rasúa, Rafael Bello, Gerdys E. Jiménez Moya
Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks. CIARP (2019)
Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. KES-IDT (1) (2019)
Frank Balmaseda, Yaima Filiberto, Mabel Frias Dominguez, Rafael Bello
A New Approach to Improve Learning in Fuzzy Cognitive Maps Using Reinforcement Learning. WEA (2019)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Prototypes Generation from Multi-label Datasets Based on Granular Computing. CIARP (2019)
Jairo Rojas-Delgado, Vladimir Milián Núñez, Rafael A. Trujillo-Rasúa, Rafael Bello
Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuning. CIARP (2019)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello
A review on methods and software for fuzzy cognitive maps. Artif. Intell. Rev. 52 (3) (2019)
Dianne Arias, Yaima Filiberto, Rafael Bello
Method of Generating Contexts Based on Self-adaptive Differential Particle Swarm Using Local Topology for Multimodal Optimization in the Case of Multigranulation. Res. Comput. Sci. 147 (10) (2018)
Gabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof
Expanding MLkNN Using Extended Rough Set Theory. IWAIPR (2018)
Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
Fuzzy-Rough Cognitive Networks. Neural Networks 97 (2018)
Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello, Koen Vanhoof
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Ariam Rivas, Ricardo Navarro, Chyon Hae Kim, Rafael Bello
Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of Dependence. CIARP (2018)
Dianne Arias, Yaima Filiberto, Rafael Bello
Methods for Generating Contexts Based on Similarity Relations to Multigranulation. WEA (1) (2018)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Rafael Bello, Koen Vanhoof
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. CIVEMSA (2018)
Lázaro Lugo, Marilyn Bello, Ann Nowé, Rafael Bello
A Solution for the Team Selection Problem Using ACO. ANTS Conference (2018)
Yamisleydi Salgueiro, Jorge L. Toro, Rafael Bello, Rafael Falcon
Multiobjective variable mesh optimization. Ann. Oper. Res. 258 (2) (2017)
Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers. MICAI (1) (2017)
Darian Horacio Grass-Boada, Airel Pérez Suárez, Rafael Bello, Alejandro Rosete
Extending the Pareto-Dominance Based MOEAs Framework for Overlapping Community Detection. MICAI (1) (2017)
Darian H. Grass-Boada, Airel Pérez Suárez, Andrés Gago Alonso, Rafael Bello, Alejandro Rosete
Multi-objective Overlapping Community Detection by Global and Local Approaches. CIARP (2017)
Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing 250 (2017)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough cognitive ensembles. Int. J. Approx. Reason. 85 (2017)
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges. Soft Computing Based Optimization and Decision Models (2017)
Dianne Arias, Yaima Filiberto, Rafael Bello, Ileana Cadena, Wilfredo Martinez
Classification by Nearest Neighbor and Multilayer Perceptron a New Approach Based on Fuzzy Similarity Quality Measure: A Case Study. WEA (2017)
Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition. Neural Process. Lett. 45 (2) (2017)
Enislay Ramentol, I. Gondres, S. Lajes, Rafael Bello, Yaile Caballero, Chris Cornelis, Francisco Herrera
Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm. Eng. Appl. Artif. Intell. 48 (2016)
Yaima Filiberto, Mabel Frias Dominguez, Rafael Larrua, Rafael Bello
Induction of Rules Based on Similarity Relations for Imbalance Datasets. A Case of Study. WEA (2016)
Marilyn Bello-García, Rafael Bello, María Matilde García Lorenzo, Ann Nowé
Personnel Selection in a Competitive Environment. Computación y Sistemas 20 (2) (2016)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE (2016)
Lenniet Coello Blanco, Yumilka Fernández, Yaima Filiberto, Rafael Bello
Impact of Weight Initialization on Multilayer Perceptron Using Fuzzy Similarity Quality Measure. WEA (2016)
Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
On the convergence of sigmoid Fuzzy Cognitive Maps. Inf. Sci. (2016)
Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough Cognitive Networks. Knowl. Based Syst. 91 (2016)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium. Appl. Soft Comput. 42 (2016)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE (2015)
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Yumilka B. Fernandez Hernandez, Rafael Bello, Yaima Filiberto, Mabel Frias Dominguez, Lenniet Coello Blanco, Yailé Caballero Mota
An Approach for Prototype Generation based on Similarity Relations for Problems of Classification. Computación y Sistemas 19 (1) (2015)
Lenniet Coello Blanco, Yumilka B. Fernandez Hernandez, Yaima Filiberto, Rafael Bello
Improving the Multilayer Perceptron Learning by using a Method to Calculate the Initial Weights with the Quality of Similarity Measure based on Fuzzy Sets and Particle Swarms. Computación y Sistemas 19 (2) (2015)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. IWANN (2) (2015)
Yasel J. Costa Salas, Carlos A. Martínez Pérez, Rafael Bello, Alexandre C. M. Oliveira, Antonio Augusto Chaves, Luiz Antonio Nogueira Lorena
Clustering Search and Variable Mesh Algorithms for continuous optimization. Expert Syst. Appl. 42 (2) (2015)
Rafael Bello, José Luis Verdegay Galdeano
Knowledge Engineering for Rough Sets Based Decision-Making Models. Int. J. Intell. Syst. 29 (9) (2014)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Ricardo Grau
Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance. Expert Syst. Appl. 41 (3) (2014)
Yumilka B. Fernandez Hernandez, Lenniet Coello Blanco, Yaima Filiberto, Rafael Bello, Rafael Falcón
Learning similarity measures from data with fuzzy sets and particle swarms. CCE (2014)
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
How to improve the convergence on sigmoid Fuzzy Cognitive Maps? Intell. Data Anal. 18 (Supplement) (2014)
Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making. RSEISP (2014)
Carlos Alberto Donis Diaz, Rafael Bello, Janusz Kacprzyk
Using Ant Colony Optimization and Genetic Algorithms for the Linguistic Summarization of Creep Data. IEEE Conf. on Intelligent Systems (1) (2014)
Dánel Sánchez Tarragó, Chris Cornelis, Rafael Bello, Francisco Herrera
A multi-instance learning wrapper based on the Rocchio classifier for web index recommendation. Knowl. Based Syst. 59 (2014)
Gonzalo Nápoles, Isel Grau, Ricardo Pérez-García, Rafael Bello
Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach. EvoApplications (2014)
Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps. Int. J. Comput. Intell. Syst. 6 (6) (2013)
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach. CIARP (1) (2013)
Daniel Molina, Amilkar Puris, Rafael Bello, Francisco Herrera
Variable mesh optimization for the 2013 CEC Special Session Niching Methods for Multimodal Optimization. IEEE Congress on Evolutionary Computation (2013)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham
Self-adaptive differential particle swarm using a ring topology for multimodal optimization. ISDA (2013)
Ricardo Navarro, Rafael Falcon, Rafael Bello, Ajith Abraham
Niche-clearing-based Variable Mesh Optimization for multimodal problems. NaBIC (2013)
Ricardo Navarro, Amilkar Puris, Rafael Bello
The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space. Rev. Avances en Sistemas Informática 10 (1) (2013)
Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling. ICANN (1) (2012)
Amilkar Puris, Rafael Bello, Daniel Molina, Francisco Herrera
Variable mesh optimization for continuous optimization problems. Soft Comput. 16 (3) (2012)
Gonzalo Nápoles, Isel Grau, Rafael Bello
Constricted Particle Swarm Optimization based Algorithm for Global Optimization. Polibits 46 (2012)
Rafael Bello, José L. Verdegay
Rough sets in the Soft Computing environment. Inf. Sci. 212 (2012)
José Ruiz-Shulcloper, Rafael Bello
Editorial. Computación y Sistemas 16 (2) (2012)
Gonzalo Nápoles, Isel Grau, Rafael Bello
Particle Swarm Optimization with Random Sampling in Variable Neighbourhoods for Solving Global Minimization Problems. ANTS (2012)
Rafael Falcón, Marcio Almeida, Amiya Nayak, Rafael Bello
System-Level Fault Diagnosis with Dynamic Mesh Optimization. Computación y Sistemas 16 (2) (2012)
Amilkar Puris, Rafael Bello, Daniel Molina, Francisco Herrera
Optimising real parameters using the information of a mesh of solutions: VMO algorithm. IEEE Congress on Evolutionary Computation (2012)
Enislay Ramentol, Yaile Caballero, Rafael Bello, Francisco Herrera
SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory. Knowl. Inf. Syst. 33 (2) (2012)
Yailen Martínez, Ann Nowé, Juliett Suárez, Rafael Bello
A Reinforcement Learning Approach for the Flexible Job Shop Scheduling Problem. LION (2011)
Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System. IWINAC (2) (2011)
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning. MICAI (2) (2011)
Amilkar Puris, Rafael Bello, Francisco Herrera
Analysis of the efficacy of a Two-Stage methodology for ant colony optimization: Case of study with TSP and QAP. Expert Syst. Appl. 37 (7) (2010)
Maikel León, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
Fuzzy Cognitive Maps for Modeling Complex Systems. MICAI (1) (2010)
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences. Polibits 42 (2010)
Yaima Filiberto, Rafael Bello, Yaile Caballero, Rafael Larrua
Using PSO and RST to Predict the Resistant Capacity of Connections in Composite Structures. NICSO (2010)
Yaima Filiberto, Yaile Caballero, Rafael Larrua, Rafael Bello
A method to build similarity relations into extended Rough Set Theory. ISDA (2010)
Yudel Gómez, Rafael Bello, Ann Nowé, Enrique Casanovas, Jonatan Taminau
Multi-colony ACO and Rough Set Theory to Distributed Feature Selection Problem. IWANN (2) (2009)
Rafael Falcón, Gwanggil Jeon, Kangjun Lee, Rafael Bello, Jechang Jeong
Mechanisms of Partial Supervision in Rough Clustering Approaches. RSKT (2009)
Yudel Gómez, Rafael Bello, Amilkar Puris, María M. García, Ann Nowé
Two Step Swarm Intelligence to Solve the Feature Selection Problem. J. Univers. Comput. Sci. 14 (15) (2008)
Yudel Gómez, Rafael Bello, Ann Nowé, Frank Bosmans
Speeding-Up ACO Implementation by Decreasing the Number of Heuristic Function Evaluations in Feature Selection Problem. IWPACBB (2008)
María del Carmen Chávez, Gladys Casas, Jorge E. Moreira, Pavel Silveira, Iosvany Moya, Rafael Bello, Ricardo Grau Ábalo
Predicción de Mutaciones en Secuencias de la Proteína Transcriptasa Inversa del VIH usando Nuevos Métodos para Aprendizaje Estr uctur al de Redes Bayesianas. Rev. Avances en Sistemas Informática 5 (2) (2008)
Rafael Bello, Amilkar Puris, Rafael Falcón, Yudel Gómez
Feature Selection through Dynamic Mesh Optimization. CIARP (2008)
Yanet Rodríguez, Bernard De Baets, María M. García, Ricardo Grau Ábalo, Carlos Morell, Rafael Bello
Improving a Fuzzy ANN Model Using Correlation Coefficients. IFSA (2) (2007)
Yaile Caballero, Leticia Arco, Rafael Bello, Jorge Marx Gómez
New Measures for Evaluating Decision Systems Using Rough Set Theory: The Application in Seasonal Weather Forecasting. ITEE (2007)
Beitmantt Cárdenas, Yaile Caballero, Rafael Bello
La Teoría de los Conjuntos Aproximados y las técnicas de Boostrap para la Edición de Conjuntos de Entrenamiento. Su aplicación en el pronóstico metereológico. Rev. Avances en Sistemas Informática 4 (3) (2007)
Amilkar Puris, Rafael Bello, Yailen Martínez, Ann Nowé
Two-Stage Ant Colony Optimization for Solving the Traveling Salesman Problem. IWINAC (2) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rafael Bello