María Jimena Martínez

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 12

Top Topics

Conditional Distributions

Feature Selection

Visual Analytics

Identically Distributed

Top Venues

J. Chem. Inf. Model.

J. Integr. Bioinform.

Publications

María Jimena Martínez, María Virginia Sabando, Axel J. Soto, Carlos Roca, Carlos Requena-Triguero, Nuria E. Campillo, Juan A. Páez, Ignacio Ponzoni
Multitask Deep Neural Networks for Ames Mutagenicity Prediction. J. Chem. Inf. Model. 62 (24) (2022)
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)
Víctor Sebastián-Pérez, María Jimena Martínez, Carmen Gil, Nuria E. Campillo, Ana Martínez, Ignacio Ponzoni
QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease. J. Integr. Bioinform. 16 (1) (2019)
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)
Víctor Sebastián-Pérez, María Jimena Martínez, Carmen Gil, Nuria E. Campillo, Ana Martínez, Ignacio Ponzoni
QSAR Modelling for Drug Discovery: Predicting the Activity of LRRK2 Inhibitors for Parkinson's Disease Using Cheminformatics Approaches. PACBB (2018)
María Jimena Martínez, Julieta Sol Dussaut, Ignacio Ponzoni
Biclustering as Strategy for Improving Feature Selection in Consensus QSAR Modeling. Electron. Notes Discret. Math. 69 (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)
Julieta Sol Dussaut, Cristian Andrés Gallo, Fiorella Cravero, María Jimena Martínez, Jessica Andrea Carballido, Ignacio Ponzoni
GeRNet: a gene regulatory network tool. Biosyst. 162 (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)