Carlos Morell

37 papers B 2C 6Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2021 J jnl
A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming.
Expert Syst. Appl.
Luis A. Quintero-Domínguez, Carlos Morell, Sebastián Ventura
2021 — conf
Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation.
IWAIPR
Julio Camejo Corona, Héctor R. Gonzalez, Carlos Morell
2020 J jnl
Scalable Large-Margin Distance Metric Learning Using Stochastic Gradient Descent.
IEEE Trans. Cybern.
Bac Nguyen, Carlos Morell, Bernard De Baets
2019 J jnl
An efficient method for clustered multi-metric learning.
Inf. Sci.
Bac Nguyen, Francesc J. Ferri, Carlos Morell, Bernard De Baets
2019 J jnl
Solutions To Storage Spaces Allocation Problem for Import Containers by Exact and Heuristic Methods.
Computación y Sistemas
Laidy De Armas Jacomino, Danilo Valdes-Ramirez, Carlos Morell, Rafael Bello
2019 J jnl
WordificationMI: multi-relational data mining through multiple-instance propositionalization.
Prog. Artif. Intell.
Luis A. Quintero-Domínguez, Carlos Morell, Sebastián Ventura
2018 J jnl
A gene expression programming algorithm for discovering classification rules in the multi-objective space.
Int. J. Comput. Intell. Syst.
Alain Guerrero-Enamorado, Carlos Morell, Sebastián Ventura
2018 — conf
Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression.
IWAIPR
Héctor R. Gonzalez, Carlos Morell, Francesc J. Ferri
2018 J jnl
Distance metric learning for ordinal classification based on triplet constraints.
Knowl. Based Syst.
Bac Nguyen, Carlos Morell, Bernard De Baets
2018 J jnl
Effective active learning strategy for multi-label learning.
Neurocomputing
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura
2018 C conf
Generalized Multitarget Linear Regression with Output Dependence Estimation.
CIARP
Héctor R. Gonzalez, Carlos Morell, Francesc J. Ferri
2017 J jnl
Distance metric learning with the Universum.
Pattern Recognit. Lett.
Bac Nguyen, Carlos Morell, Bernard De Baets
2017 B conf
Distance metric learning: a two-phase approach.
ESANN
Bac Nguyen, Carlos Morell, Bernard De Baets
2017 J jnl
Supervised distance metric learning through maximization of the Jeffrey divergence.
Pattern Recognit.
Bac Nguyen, Carlos Morell, Bernard De Baets
2016 J jnl
An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming.
Int. J. Comput. Intell. Syst.
Alain Guerrero-Enamorado, Carlos Morell, Amin Y. Noaman, Sebastián Ventura
2016 J jnl
Effective lazy learning algorithm based on a data gravitation model for multi-label learning.
Inf. Sci.
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura
2016 C conf
Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning.
CIARP
Héctor R. Gonzalez, Carlos Morell, Francesc J. Ferri
2016 J jnl
Large-scale distance metric learning for k-nearest neighbors regression.
Neurocomputing
Bac Nguyen, Carlos Morell, Bernard De Baets
2015 J jnl
Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context.
Neurocomputing
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura
2014 J jnl
Evolutionary feature weighting to improve the performance of multi-label lazy algorithms.
Integr. Comput. Aided Eng.
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura
2013 — conf
A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data.
CIARP (1)
Yoisel Campos, Roberto Estrada, Carlos Morell, Francesc J. Ferri
2013 — conf
Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples.
CIARP (2)
Alicia Hurtado-Cortegana, Francesc J. Ferri, Wladimiro Díaz Villanueva, Carlos Morell
2013 — conf
ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning.
CIARP (2)
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura Soto
2012 C conf
A local complexity based combination method for decision forests trained with high-dimensional data.
ISDA
Yoisel Campos, Carlos Morell, Francesc J. Ferri
2012 C conf
Learning similarity metric to improve the performance of lazy multi-label ranking algorithms.
ISDA
Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastián Ventura
2011 J jnl
A Study on How the Training Data Monotonicity Affects the Performance of Ordinal Classifiers.
Res. Comput. Sci.
Bernard De Baets, Carlos Milian, Carlos Morell, Rafael Bello
2011 — conf
Dealing with three uncorrelated criteria by many-objective genetic fuzzy systems.
GEFS
Michel González, Jorge Casillas, Carlos Morell
2010 J jnl
A goal-related distance function on fuzzy partitions and its use in nearest neighbour classification.
Int. J. Hybrid Intell. Syst.
Yanet Rodríguez, Bernard De Baets, Carlos Morell
2010 B conf
KNN behavior with set-valued attributes.
ESANN
Mabel González Castellanos, Yanet Rodríguez Sarabia, Carlos Morell
2010 — conf
SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System.
HAIS (2)
Michel González, Jorge Casillas, Carlos Morell
2008 C conf
A Correlation-Based Distance Function for Nearest Neighbor Classification.
CIARP
Yanet Rodríguez, Bernard De Baets, María M. García, Carlos Morell, Ricardo Grau Ábalo
2008 C conf
Fuzzy Case-Based System for Classification Tasks on Missing and Noisy Data.
HIS
Yanet Rodríguez, Carlos Morell, Ricardo Grau Ábalo, María M. García, Bernard De Baets
2007 — conf
Improving a Fuzzy ANN Model Using Correlation Coefficients.
IFSA (2)
Yanet Rodríguez, Bernard De Baets, María M. García, Ricardo Grau Ábalo, Carlos Morell, Rafael Bello
2006 — conf
A Connectionist Fuzzy Case-Based Reasoning Model.
MICAI
Yanet Rodríguez, María M. García, Bernard De Baets, Carlos Morell, Rafael Bello
2006 — conf
Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets.
IBERAMIA-SBIA
Yanet Rodríguez, María M. García, Bernard De Baets, Rafael Bello, Carlos Morell
2006 — conf
Learning Similarity Metrics from Case Solution Similarity.
IBERAMIA-SBIA
Carlos Morell, Rafael Bello, Ricardo Grau Ábalo, Yanet Rodríguez
2004 — conf
Improving k-NN by Using Fuzzy Similarity Functions.
IBERAMIA
Carlos Morell, Rafael Bello, Ricardo Grau Ábalo