María Jimena Martínez

Orcid: 0000-0002-0443-5795

According to our database1, María Jimena Martínez authored at least 12 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2022
Multitask Deep Neural Networks for Ames Mutagenicity Prediction.
J. Chem. Inf. Model., 2022

2020
Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets.
J. Chem. Inf. Model., 2020

2019
QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease.
J. Integr. Bioinform., 2019

2018
Biclustering as Strategy for Improving Feature Selection in Consensus QSAR Modeling.
Electron. Notes Discret. Math., 2018

QSAR Modelling for Drug Discovery: Predicting the Activity of LRRK2 Inhibitors for Parkinson's Disease Using Cheminformatics Approaches.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018

Feature Selection and Polydispersity Characterization for QSPR Modelling: Predicting a Tensile Property.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018

FS4RVDD: A Feature Selection Algorithm for Random Variables with Discrete Distribution.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

2017
GeRNet: a gene regulatory network tool.
Biosyst., 2017

QSAR Classification Models for Predicting Affinity to Blood or Liver of Volatile Organic Compounds in e-Health.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design.
J. Integr. Bioinform., 2016

Intelligent Systems for Predictive Modelling in Cheminformatics: QSPR Models for Material Design Using Machine Learning and Visual Analytics Tools.
Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016

2015
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods.
J. Cheminformatics, 2015


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