Carlos Morell

According to our database, Carlos Morell authored at least 40 papers between 2004 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming.

Luis A. Quintero-Domínguez, Carlos Morell, Sebastián Ventura

Expert Syst. Appl., 2021

Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation.

Julio Camejo Corona, Hector González, Carlos Morell

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021

2020

Scalable Large-Margin Distance Metric Learning Using Stochastic Gradient Descent.

Bac Nguyen, Carlos Morell, Bernard De Baets

IEEE Trans. Cybern., 2020

2019

WordificationMI: multi-relational data mining through multiple-instance propositionalization.

Luis A. Quintero-Domínguez, Carlos Morell, Sebastián Ventura

Prog. Artif. Intell., 2019

An efficient method for clustered multi-metric learning.

Bac Nguyen, Francesc J. Ferri, Carlos Morell, Bernard De Baets

Inf. Sci., 2019

Solutions To Storage Spaces Allocation Problem for Import Containers by Exact and Heuristic Methods.

Laidy De Armas Jacomino, Danilo Valdes, Carlos Morell, Rafael Bello

Computación y Sistemas, 2019

2018

Distance metric learning for ordinal classification based on triplet constraints.

Bac Nguyen, Carlos Morell, Bernard De Baets

Knowl. Based Syst., 2018

Effective active learning strategy for multi-label learning.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura

Neurocomputing, 2018

A gene expression programming algorithm for discovering classification rules in the multi-objective space.

Alain Guerrero-Enamorado, Carlos Morell, Sebastián Ventura

Int. J. Comput. Intell. Syst., 2018

Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression.

Hector González, Carlos Morell, Francesc J. Ferri

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Generalized Multitarget Linear Regression with Output Dependence Estimation.

Hector González, Carlos Morell, Francesc J. Ferri

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Distance metric learning with the Universum.

Bac Nguyen, Carlos Morell, Bernard De Baets

Pattern Recognit. Lett., 2017

Supervised distance metric learning through maximization of the Jeffrey divergence.

Bac Nguyen, Carlos Morell, Bernard De Baets

Pattern Recognit., 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

Revisión bibliográfica sobre funciones objetivo para el apilamiento de contenedores.

Laidy De Armas Jacomino, Rafael Bello Pérez, Carlos Morell Pérez

Inteligencia Artif., 2017

Distance metric learning: a two-phase approach.

Bac Nguyen, Carlos Morell, Bernard De Baets

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Effective lazy learning algorithm based on a data gravitation model for multi-label learning.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura

Inf. Sci., 2016

Large-scale distance metric learning for k-nearest neighbors regression.

Bac Nguyen, Carlos Morell, Bernard De Baets

Neurocomputing, 2016

An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming.

Alain Guerrero-Enamorado, Carlos Morell, Amin Y. Noaman, Sebastián Ventura

Int. J. Comput. Intell. Syst., 2016

Mahalanobis distance metric learning algorithm for instance-based data stream classification.

Jorge Luis Rivero Pérez, Bernardete Ribeiro, Carlos Morell Pérez

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning.

Hector González, Carlos Morell, Francesc J. Ferri

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura

Neurocomputing, 2015

2014

Evolutionary feature weighting to improve the performance of multi-label lazy algorithms.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura

Integr. Comput. Aided Eng., 2014

Editorial.

José Ruiz-Shulcloper, Carlos Morell Pérez

Computación y Sistemas, 2014

2013

ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura Soto

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples.

Alicia Hurtado-Cortegana, Francesc J. Ferri, Wladimiro Díaz Villanueva, Carlos Morell

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data.

Yoisel Campos, Roberto Estrada, Carlos Morell, Francesc J. Ferri

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Learning similarity metric to improve the performance of lazy multi-label ranking algorithms.

Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

A local complexity based combination method for decision forests trained with high-dimensional data.

Yoisel Campos, Carlos Morell, Francesc J. Ferri

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2011

Dealing with three uncorrelated criteria by many-objective genetic fuzzy systems.

Michel González, Jorge Casillas, Carlos Morell

Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011

2010

A goal-related distance function on fuzzy partitions and its use in nearest neighbour classification.

Yanet Rodríguez, Bernard De Baets, Carlos Morell

Int. J. Hybrid Intell. Syst., 2010

SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System.

Michel González, Jorge Casillas, Carlos Morell

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

KNN behavior with set-valued attributes.

Mabel González Castellanos, Yanet Rodríguez Sarabia, Carlos Morell

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2008

Fuzzy Case-Based System for Classification Tasks on Missing and Noisy Data.

Yanet Rodríguez, Carlos Morell, Ricardo Grau Ábalo, María M. García, Bernard De Baets

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

A Correlation-Based Distance Function for Nearest Neighbor Classification.

Yanet Rodríguez, Bernard De Baets, María M. García, Carlos Morell, Ricardo Grau Ábalo

Proceedings of the Progress in Pattern Recognition, 2008

2007

Improving a Fuzzy ANN Model Using Correlation Coefficients.

Yanet Rodríguez, Bernard De Baets, María M. García, Ricardo Grau Ábalo, Carlos Morell, Rafael Bello

Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

2006

A Connectionist Fuzzy Case-Based Reasoning Model.

Yanet Rodríguez, María M. García, Bernard De Baets, Carlos Morell, Rafael Bello

Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets.

Yanet Rodríguez, María M. García, Bernard De Baets, Rafael Bello, Carlos Morell

Proceedings of the Advances in Artificial Intelligence, 2006

Learning Similarity Metrics from Case Solution Similarity.

Carlos Morell, Rafael Bello, Ricardo Grau Ábalo, Yanet Rodríguez

Proceedings of the Advances in Artificial Intelligence, 2006

2004

Improving k-NN by Using Fuzzy Similarity Functions.

Carlos Morell, Rafael Bello, Ricardo Grau Ábalo

Proceedings of the Advances in Artificial Intelligence, 2004