Use of Parallel Computing to Improve the Accuracy of Calculated Molecular Properties. - Enrique Ramos; Wladimiro Díaz; Vicente Cerverón; Ignacio Nebot-Gil (PVM/MPI, 1998)

Prediction and Discrimination of Pharmacological Activity by Using Artificial Neural Networks. - María José Castro Bleda; Wladimiro Díaz Villanueva; Pablo Aibar; Juan Lucas Domínguez Rubio (IbPRIA, 2003)

Discriminación y predicción de propiedades de fármacos mediante redes neuronales. - Juan Lucas Domínguez Rubio; María José Castro Bleda; Wladimiro Díaz Villanueva (Inteligencia Artif., 2003)

Drugs and Nondrugs: An Effective Discrimination with Topological Methods and Artificial Neural Networks. - Miguel Murcia-Soler; Facundo Pérez-Giménez; Francisco J. García-March; M. Teresa Salabert-Salvador; Wladimiro Díaz Villanueva; María José Castro Bleda (J. Chem. Inf. Comput. Sci., 2003)

Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis. - Wladimiro Díaz Villanueva; María José Castro Bleda; Francesc J. Ferri; F. Pérez; M. Murcia (CIARP, 2004)

Artificial Neural Networks and Linear Discriminant Analysis: A Valuable Combination in the Selection of New Antibacterial Compounds. - Miguel Murcia-Soler; Facundo Pérez-Giménez; Francisco J. García-March; M. Teresa Salabert-Salvador; Wladimiro Díaz Villanueva; María José Castro Bleda; Angel Villanueva-Pareja (J. Chem. Inf. Model., 2004)

A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection. - María José Castro 001; Wladimiro Díaz Villanueva; Francesc J. Ferri; José Ruiz-Pinales; René Jaime-Rivas; Fernando Blat; Salvador España Boquera; Pablo Aibar; Sergio Grau; David Griol (PReMI, 2005)

Experiments on automatic drug activity characterization using support vector classification. - Francesc J. Ferri; Wladimiro Díaz Villanueva; María José Castro Bleda (Computational Intelligence, 2006)

Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition. - Marcelo Armengot; Francesc J. Ferri; Wladimiro Díaz Villanueva (PRIS, 2007)

A comparative study using different topological representations in pattern recognition based drug activity characterization. - Francesc J. Ferri; Wladimiro Díaz Villanueva; Maria J. Castro (SMC, 2007)

Using subspace-based learning methods for medical drug design and characterization. - Francesc J. Ferri; Katerine Díaz-Chito; Wladimiro Díaz Villanueva (SMC, 2008)

An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions. - Katerine Díaz-Chito; Francesc J. Ferri; Wladimiro Díaz Villanueva (SSPR/SPR, 2008)

Feature Extraction by means of Rough Discriminative Common Vectors with Kernels. - Katerine Díaz-Chito; Francesc Josep Ferri Rabasa; Wladimiro Díaz Villanueva (Inteligencia Artif., 2009)

Image Recognition through Incremental Discriminative Common Vectors. - Katerine Díaz-Chito; Francesc J. Ferri; Wladimiro Díaz Villanueva (ACIVS (2), 2010)

Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors. - Francesc J. Ferri; Katerine Díaz-Chito; Wladimiro Díaz Villanueva (ICDM Workshops, 2010)

Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction. - Wladimiro Díaz Villanueva; Francesc J. Ferri; Vicente Cerverón (IEA/AIE (2), 2010)

A linear cost algorithm to compute the discrete gabor transform. - Salvador Moreno-Picot; Miguel Arevalillo-Herráez; Wladimiro Díaz Villanueva (IEEE Trans. Signal Process., 2010)

Null Space Based Image Recognition Using Incremental Eigendecomposition. - Katerine Díaz-Chito; Francesc J. Ferri; Wladimiro Díaz Villanueva (IbPRIA, 2011)

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)

Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates. - Francesc J. Ferri; Katerine Díaz-Chito; Wladimiro Díaz Villanueva (ICONIP (3), 2013)

Incremental Generalized Discriminative Common Vectors for Image Classification. - Katerine Díaz-Chito; Francesc J. Ferri; Wladimiro Díaz Villanueva (IEEE Trans. Neural Networks Learn. Syst., 2015)

IaaSMon: Monitoring Architecture for Public Cloud Computing Data Centers. - Juan Gutierrez-Aguado; José M. Alcaraz Calero; Wladimiro Díaz Villanueva (J. Grid Comput., 2016)

Efficient Analysis and Synthesis Using a New Factorization of the Gabor Frame Matrix. - Salvador Moreno-Picot; Francesc J. Ferri; Miguel Arevalillo-Herráez; Wladimiro Díaz Villanueva (IEEE Trans. Signal Process., 2018)

OMD Curation Toolkit: a workflow for in-house curation of public omics datasets. - Samuel Piquer-Esteban; Vicente Arnau; Wladimiro Díaz; Andrés Moya (BMC Bioinform., 2024)