María M. García

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 3

Top Topics

Multiple Labels

Human Immunodeficiency Virus

Drug Resistance

Fuzzy Cognitive Maps

Top Venues

Computación y Sistemas

Publications

Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, María M. García, Rafael Bello
Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation. IJCNN (2022)
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)
Jairo A. Lefebre-Lobaina, María M. García
Data Drive Fuzzy Cognitive Map for Classification Problems. IWAIPR (2021)
Isel Grau, Gonzalo Nápoles, Isis Bonet, María M. García
Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable. Computación y Sistemas 17 (1) (2013)
Isel Grau, Gonzalo Nápoles, María M. García
Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps. CIARP (2) (2013)
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)
Isis Bonet, Abdel Rodríguez, Ricardo Grau Ábalo, María M. García
Ensemble of Classifiers Based on Hard Instances. MCPR (2011)
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)
Isis Bonet, Abdel Rodríguez, Ricardo Grau Ábalo, María M. García, Yvan Saeys, Ann Nowé
Comparing Distance Measures with Visual Methods. MICAI (2008)
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)
Yanet Rodríguez, Bernard De Baets, María M. García, Carlos Morell, Ricardo Grau Ábalo
A Correlation-Based Distance Function for Nearest Neighbor Classification. CIARP (2008)
Maikel León, Isis Bonet, María M. García, Zoila Zenaida García
Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach. MICAI (2008)
Yanet Rodríguez, Carlos Morell, Ricardo Grau Ábalo, María M. García, Bernard De Baets
Fuzzy Case-Based System for Classification Tasks on Missing and Noisy Data. HIS (2008)
Yanet Rodríguez, Mabel González Castellanos, Adonis Aguirre, Mayelis Espinosa, Ricardo Grau Ábalo, Joaquín O. García, Luis E. Rovira, María M. García
Prediction of Pediatric Risk Using a Hybrid Model Based on Soft Computing Techniques. MICAI (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, Delia Alvarez, Rafael Bello, María M. García
Feature Selection Algorithms Using Rough Set Theory. ISDA (2007)
Yaile Caballero, Rafael Bello, Leticia Arco, María M. García
Rough Set Theory Measures to Knowledge Generation. ISDA (2007)
Rafael Bello, Yudel Gómez, María M. García, Ann Nowé
Two-Step Particle Swarm Optimization to Solve the Feature Selection Problem. ISDA (2007)
Isis Bonet, María M. García, Yvan Saeys, Yves Van de Peer, Ricardo Grau Ábalo
Predicting Human Immunodeficiency Virus (HIV) Drug Resistance Using Recurrent Neural Networks. IWINAC (1) (2007)
Yaile Caballero, Rafael Bello, Delia Alvarez, María M. García, Yaimara Pizano
Improving the k-NN method: Rough Set in edit training set. IFIP PPAI (2006)
Isis Bonet, Yvan Saeys, Ricardo Grau Ábalo, María M. García, Robersy Sanchez, Yves Van de Peer
Feature Extraction Using Clustering of Protein. CIARP (2006)
Yanet Rodríguez, María M. García, Bernard De Baets, Carlos Morell, Rafael Bello
A Connectionist Fuzzy Case-Based Reasoning Model. MICAI (2006)
Yaile Caballero, Rafael Bello, Delia Alvarez, María M. García
Two new feature selection algorithms with Rough Sets Theory. IFIP AI (2006)
Rafael Bello, Amilkar Puris, Ann Nowé, Yailen Martínez, María M. García
Two Step Ant Colony System to Solve the Feature Selection Problem. CIARP (2006)
Yaile Caballero, Rafael Bello, Alberto Taboada-Crispí, Ann Nowé, María M. García, Gladys Casas
A New Measure Based in the Rough Set Theory to Estimate the Training Set Quality. SYNASC (2006)
Yanet Rodríguez, María M. García, Bernard De Baets, Rafael Bello, Carlos Morell
Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets. IBERAMIA-SBIA (2006)
Yaile Caballero, Simone Joseph, Yuniesky Lezcano, Rafael Bello, María M. García, Yaimara Pizano
Using rough sets to edit training set in k-NN method. ISDA (2005)
Pedro Y. Piñero, Pavel Garcia, Leticia Arco, Alfredo Álvarez, María M. García, Rolando Bonal
Sleep stage classification using fuzzy sets and machine learning techniques. Neurocomputing (2004)
Pedro Y. Piñero, Leticia Arco, María M. García, Liesner Acevedo
Algorítmos genéticos en la construcción de funciones de pertenencia borrosas. Inteligencia Artif. 7 (18) (2003)
Pedro Y. Piñero, Leticia Arco, María M. García, Yaile Caballero, Raykenler Yzquierdo, Alfredo Morales
Two New Metrics for Feature Selection in Pattern Recognition. CIARP (2003)
Rafael Bello, D. Gálvez, G. Sánchez, María M. García, G. Benavides
Knowledge representation form in mechanical engineering. Knowl. Based Syst. 7 (3) (1994)