Carlos Morell
Carlos Morell
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Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context
O Reyes, C Morell, S Ventura
Neurocomputing 161, 168-182, 2015
Supervised distance metric learning through maximization of the Jeffrey divergence
B Nguyen, C Morell, B De Baets
Pattern Recognition 64, 215-225, 2017
Large-scale distance metric learning for k-nearest neighbors regression
B Nguyen, C Morell, B De Baets
Neurocomputing 214, 805-814, 2016
Desirability-based methods of multiobjective optimization and ranking for global QSAR studies. Filtering safe and potent drug candidates from combinatorial libraries
M Cruz-Monteagudo, F Borges, MNDS Cordeiro, JL Cagide Fajin, ...
Journal of Combinatorial Chemistry 10 (6), 897-913, 2008
Effective active learning strategy for multi-label learning
O Reyes, C Morell, S Ventura
Neurocomputing 273, 494-508, 2018
QuBiLS-MAS, open source multi-platform software for atom-and bond-based topological (2D) and chiral (2.5 D) algebraic molecular descriptors computations
JR Valdés-Martiní, Y Marrero-Ponce, CR García-Jacas, ...
Journal of cheminformatics 9 (1), 1-26, 2017
Evolutionary feature weighting to improve the performance of multi-label lazy algorithms
O Reyes, C Morell, S Ventura
Integrated Computer-Aided Engineering 21 (4), 339-354, 2014
Towards better BBB passage prediction using an extensive and curated data set
Y Brito‐Sánchez, Y Marrero‐Ponce, SJ Barigye, I Yaber‐Goenaga, ...
Molecular informatics 34 (5), 308-330, 2015
Distance metric learning for ordinal classification based on triplet constraints
B Nguyen, C Morell, B De Baets
Knowledge-Based Systems 142, 17-28, 2018
ReliefF-ML: an extension of ReliefF algorithm to multi-label learning
OGR Pupo, C Morell, SV Soto
Iberoamerican Congress on Pattern Recognition, 528-535, 2013
Effective lazy learning algorithm based on a data gravitation model for multi-label learning
O Reyes, C Morell, S Ventura
Information Sciences 340, 159-174, 2016
An efficient method for clustered multi-metric learning
B Nguyen, FJ Ferri, C Morell, B De Baets
Information Sciences 471, 149-163, 2019
A comparative study of nonlinear machine learning for the “in silico” depiction of tyrosinase inhibitory activity from molecular structure
H Le‐Thi‐Thu, Y Marrero‐Ponce, GM Casañola‐Martin, GC Cardoso, ...
Molecular informatics 30 (6‐7), 527-537, 2011
Scalable large-margin distance metric learning using stochastic gradient descent
B Nguyen, C Morell, B De Baets
IEEE Transactions on Cybernetics 50 (3), 1072-1083, 2018
Aprendizaje supervisado de funciones de distancia: estado del arte
B Nguyen Cong, JL Rivero Pérez, C Morell
Revista Cubana de Ciencias Informáticas 9 (2), 14-28, 2015
A connectionist fuzzy case-based reasoning model
Y Rodriguez, MM Garcia, BD Baets, C Morell, R Bello
Mexican International Conference on Artificial Intelligence, 176-185, 2006
QUBILs-MAS: free software for molecular descriptors calculator from quadratic, bilinear and linear maps based on graph-theoretic electronic-density matrices and atomic …
JR Valdés-Martini, CR García-Jacas, Y Marrero-Ponce, ...
Version 1, 2373-2012, 2012
An algorithm evaluation for discovering classification rules with gene expression programming
A Guerrero-Enamorado, C Morell, AY Noaman, S Ventura
International Journal of Computational Intelligence Systems 9 (2), 263-280, 2016
Y Marrero-Ponce, JR Valdés-Martini, CR García-Jacas, ...
Module QUBILs-MAS, 2012
Aplicación de sistemas neuroborrosos a problemas de resistencia antiviral del VIH
IG García, GN Ruiz, AP Mariño, CM Pérez
Revista Cubana de Ciencias Informáticas 6 (2), 1-11, 2012
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