Mónica Fátima Díaz

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 8

Top Topics

Conditional Distributions

Selection Algorithm

Feature Selection

Refractive Index

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Gustavo E. Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets. J. Chem. Inf. Model. 60 (2) (2020)
Santiago A. Schustik, Fiorella Cravero, Ignacio Ponzoni, Mónica Fátima Díaz
A Database Curation for Prediction of the Refractive Index in the Virtual Testing of Polymeric Materials by Using Machine Learning. ICPR-Americas (2) (2020)
Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Mónica Fátima Díaz, Ignacio Ponzoni
FS4RVDD: A Feature Selection Algorithm for Random Variables with Discrete Distribution. IPMU (3) (2018)
Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Carlos D. Barranco, Mónica Fátima Díaz, Ignacio Ponzoni
Feature Selection and Polydispersity Characterization for QSPR Modelling: Predicting a Tensile Property. PACBB (2018)
Fiorella Cravero, María Jimena Martínez, Mónica Fátima Díaz, Ignacio Ponzoni
QSAR Classification Models for Predicting Affinity to Blood or Liver of Volatile Organic Compounds in e-Health. IWBBIO (2) (2017)
Fiorella Cravero, María Jimena Martínez, Gustavo E. Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
Intelligent Systems for Predictive Modelling in Cheminformatics: QSPR Models for Material Design Using Machine Learning and Visual Analytics Tools. PACBB (2016)
Fiorella Cravero, María Jimena Martínez, Gustavo Esteban Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design. J. Integr. Bioinform. 13 (2) (2016)
María Jimena Martínez, Ignacio Ponzoni, Mónica Fátima Díaz, Gustavo E. Vazquez, Axel J. Soto
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods. J. Cheminformatics 7 (2015)