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Gustavo Vazquez
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Cited by
Year
Multi‐objective feature selection in QSAR using a machine learning approach
AJ Soto, RL Cecchini, GE Vazquez, I Ponzoni
QSAR & Combinatorial Science 28 (11‐12), 1509-1523, 2009
602009
Prediction of elongation at break for linear polymers
D Palomba, GE Vazquez, MF Díaz
Chemometrics and Intelligent Laboratory Systems 139, 121-131, 2014
532014
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods
MJ Martínez, I Ponzoni, MF Díaz, GE Vazquez, AJ Soto
Journal of cheminformatics 7 (1), 1-17, 2015
352015
QSAR classification models for predicting the activity of inhibitors of beta-secretase (BACE1) associated with Alzheimer’s disease
I Ponzoni, V Sebastián-Pérez, MJ Martínez, C Roca, C De la Cruz Pérez, ...
Scientific reports 9 (1), 1-13, 2019
342019
Target‐Driven Subspace Mapping Methods and Their Applicability Domain Estimation
AJ Soto, GE Vazquez, M Strickert, I Ponzoni
Molecular Informatics 30 (9), 779-789, 2011
232011
Feature learning applied to the estimation of tensile strength at break in polymeric material design
C Fiorella, MM Jimena, V Gustavo, MF Díaz, P Ignacio
Journal of integrative bioinformatics 13 (2), 15-29, 2016
212016
Reduced set of virulence genes allows high accuracy prediction of bacterial pathogenicity in humans
G Iraola, G Vazquez, L Spangenberg, H Naya
Public Library of Science 7 (8), e42144, 2012
182012
A wrapper-based feature selection method for ADMET prediction using evolutionary computing
AJ Soto, RL Cecchini, GE Vazquez, I Ponzoni
European Conference on Evolutionary Computation, Machine Learning and Data …, 2008
172008
ModGen: a model generator for instrumentation analysis
GE Vazquez, I Ponzoni, MC Sánchez, NB Brignole
Advances in Engineering Software 32 (1), 37-48, 2001
172001
QSPR Models for Predicting Log Pliver Values for Volatile Organic Compounds Combining Statistical Methods and Domain Knowledge
D Palomba, MJ Martínez, I Ponzoni, MF Díaz, GE Vazquez, AJ Soto
Molecules 17 (12), 14937-14953, 2012
152012
Adaptive matrix distances aiming at optimum regression subspaces.
M Strickert, AJ Soto, GE Vazquez, M Verleysen
ESANN, 2010
142010
Novel descriptors from main and side chains of high-molecular-weight polymers applied to prediction of glass transition temperatures
D Palomba, GE Vazquez, MF Díaz
Journal of Molecular Graphics and Modelling 38, 137-147, 2012
132012
Evaluation of different approaches for missing data imputation on features associated to genomic data
BO Petrazzini, H Naya, F Lopez-Bello, G Vazquez, L Spangenberg
BioData mining 14 (1), 1-13, 2021
112021
Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets
F Cravero, SA Schustik, MJ Martínez, GE Vázquez, MF Díaz, I Ponzoni
Journal of chemical information and modeling 60 (2), 592-603, 2019
82019
DELPHOS: computational tool for selection of relevant descriptor subsets in ADMET prediction
AJ Soto, MJ Martínez, RL Cecchini, GE Vazquez, I Ponzoni
1st International Meeting of Pharmaceutical Sciences, 2010
82010
The software architecture of a decision support system for process plant instrumentation
GE Vazquez, SJ Ferraro, JA Carballido, I Ponzoni, MC Sanchez, ...
World Scientific and Engineering Academy and Society, 2003
82003
Diseño e Implementación de una Herramienta de ayuda en el Diseño de un Data Warehouse Relacional
P Garbusi, F Piedrabuena, G Vázquez
Undergraduate project. Universidad de la República, Uruguay, 2000
82000
Segregating confident predictions of chemicals’ properties for virtual screening of drugs
AJ Soto, I Ponzoni, GE Vazquez
International Work-Conference on Artificial Neural Networks, 1005-1012, 2009
62009
Análisis Numérico De Diferentes Criterios De Similitud En Algoritmos De Clustering.
AJ Soto, I Ponzoni, GE Vazquez
Mecánica Computacional, 993-1012, 2006
62006
Prediction of tensile strength at break for linear polymers applied to new materials development
D Palomba, F Cravero, GE Vazquez, MF Diaz
Proceeding of the International Congress of Metallurgy and Materials-Sam …, 2014
52014
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Articles 1–20