Improving k-NN by Using Fuzzy Similarity Functions. - Carlos Morell 001; Rafael Bello 001; Ricardo Grau Ábalo (IBERAMIA, 2004)

Learning Similarity Metrics from Case Solution Similarity. - Carlos Morell 001; Rafael Bello 001; Ricardo Grau Ábalo; Yanet Rodríguez (IBERAMIA-SBIA, 2006)

Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets. - Yanet Rodríguez; María M. García; Bernard De Baets; Rafael Bello 001; Carlos Morell 001 (IBERAMIA-SBIA, 2006)

A Connectionist Fuzzy Case-Based Reasoning Model. - Yanet Rodríguez; María M. García; Bernard De Baets; Carlos Morell 001; Rafael Bello 001 (MICAI, 2006)

Improving a Fuzzy ANN Model Using Correlation Coefficients. - Yanet Rodríguez; Bernard De Baets; María M. García; Ricardo Grau Ábalo; Carlos Morell 001; Rafael Bello 001 (IFSA (2), 2007)

A Correlation-Based Distance Function for Nearest Neighbor Classification. - Yanet Rodríguez; Bernard De Baets; María M. García; Carlos Morell 001; Ricardo Grau Ábalo (CIARP, 2008)

Fuzzy Case-Based System for Classification Tasks on Missing and Noisy Data. - Yanet Rodríguez; Carlos Morell 001; Ricardo Grau Ábalo; María M. García; Bernard De Baets (HIS, 2008)

KNN behavior with set-valued attributes. - Mabel González Castellanos; Yanet Rodríguez Sarabia; Carlos Morell 001 (ESANN, 2010)

SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System. - Michel González; Jorge Casillas; Carlos Morell 001 (HAIS (2), 2010)

A goal-related distance function on fuzzy partitions and its use in nearest neighbour classification. - Yanet Rodríguez; Bernard De Baets; Carlos Morell 001 (Int. J. Hybrid Intell. Syst., 2010)

Dealing with three uncorrelated criteria by many-objective genetic fuzzy systems. - Michel González; Jorge Casillas; Carlos Morell 001 (GEFS, 2011)

A local complexity based combination method for decision forests trained with high-dimensional data. - Yoisel Campos; Carlos Morell 001; Francesc J. Ferri (ISDA, 2012)

Learning similarity metric to improve the performance of lazy multi-label ranking algorithms. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura (ISDA, 2012)

A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data. - Yoisel Campos; Roberto Estrada; Carlos Morell 001; Francesc J. Ferri (CIARP (1), 2013)

Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples. - Alicia Hurtado-Cortegana; Francesc J. Ferri; Wladimiro Díaz Villanueva; Carlos Morell 001 (CIARP (2), 2013)

ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura Soto (CIARP (2), 2013)

Editorial. - José Ruiz-Shulcloper; Carlos Morell Pérez (Computación y Sistemas, 2014)

Evolutionary feature weighting to improve the performance of multi-label lazy algorithms. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura (Integr. Comput. Aided Eng., 2014)

Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura (Neurocomputing, 2015)

Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (CIARP, 2016)

Mahalanobis distance metric learning algorithm for instance-based data stream classification. - Jorge Luis Rivero Pérez; Bernardete Ribeiro; Carlos Morell Pérez (IJCNN, 2016)

An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming. - Alain Guerrero-Enamorado; Carlos Morell 001; Amin Y. Noaman; Sebastián Ventura (Int. J. Comput. Intell. Syst., 2016)

Large-scale distance metric learning for k-nearest neighbors regression. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (Neurocomputing, 2016)

Effective lazy learning algorithm based on a data gravitation model for multi-label learning. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura (Inf. Sci., 2016)

Distance metric learning: a two-phase approach. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (ESANN, 2017)

Revisión bibliográfica sobre funciones objetivo para el apilamiento de contenedores. - Laidy De Armas Jacomino; Rafael Bello Pérez; Carlos Morell Pérez (Inteligencia Artif., 2017)

QuBiLS-MAS, open source multi-platform software for atom- and bond-based topological (2D) and chiral (2.5D) algebraic molecular descriptors computations. - José R. Valdés-Martiní; Yovani Marrero-Ponce; César R. García-Jacas; Karina Martínez-Mayorga; Stephen J. Barigye; Yasser Silveira Vaz d'Almeida; Hai Pham-The; Facundo Pérez-Giménez; Carlos A. Morell (J. Cheminformatics, 2017)

Supervised distance metric learning through maximization of the Jeffrey divergence. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (Pattern Recognit., 2017)

Distance metric learning with the Universum. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (Pattern Recognit. Lett., 2017)

Generalized Multitarget Linear Regression with Output Dependence Estimation. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (CIARP, 2018)

Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (IWAIPR, 2018)

A gene expression programming algorithm for discovering classification rules in the multi-objective space. - Alain Guerrero-Enamorado; Carlos Morell 001; Sebastián Ventura (Int. J. Comput. Intell. Syst., 2018)

Effective active learning strategy for multi-label learning. - Oscar Gabriel Reyes Pupo; Carlos Morell 001; Sebastián Ventura (Neurocomputing, 2018)

Distance metric learning for ordinal classification based on triplet constraints. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (Knowl. Based Syst., 2018)

Solutions To Storage Spaces Allocation Problem for Import Containers by Exact and Heuristic Methods. - Laidy De Armas Jacomino; Danilo Valdes; Carlos Morell 001; Rafael Bello 001 (Computación y Sistemas, 2019)

An efficient method for clustered multi-metric learning. - Bac Nguyen; Francesc J. Ferri; Carlos Morell 001; Bernard De Baets (Inf. Sci., 2019)

WordificationMI: multi-relational data mining through multiple-instance propositionalization. - Luis A. Quintero-Domínguez; Carlos Morell 001; Sebastián Ventura (Prog. Artif. Intell., 2019)

Scalable Large-Margin Distance Metric Learning Using Stochastic Gradient Descent. - Bac Nguyen; Carlos Morell 001; Bernard De Baets (IEEE Trans. Cybern., 2020)

Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation. - Julio Camejo Corona; Héctor R. Gonzalez; Carlos Morell 001 (IWAIPR, 2021)

A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming. - Luis A. Quintero-Domínguez; Carlos Morell 001; Sebastián Ventura (Expert Syst. Appl., 2021)