Edwin Villanueva

Gaussian Hierarchical Bayesian Clustering Algorithm

Edwin Villanueva, Carlos Dias Maciel, Rafael Eduardo Ruviaro Christ, 2007, Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007).

Auto-Rotating Perceptrons pdf

Edwin Villanueva, Elizabeth R. Villota, Daniel Saromo, 2019, LatinX in AI at Neural Information Processing Systems Conference 2019.

Modeling associations between genetic markers using Bayesian networks

Edwin Villanueva, Carlos Dias Maciel, Edwin Villanueva, 2010, Bioinform..

Towards an efficient genetic algorithm optimizer for sequential projection pursuit

Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel, 2014, Neurocomputing.

A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets

Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel, 2015, Neurocomputing.

Efficient methods for learning Bayesian network super-structures

Edwin Villanueva, Carlos Dias Maciel, Edwin Villanueva, 2014, Neurocomputing.

Feature selection algorithm recommendation for gene expression data through gradient boosting and neural network metamodels

Edwin Villanueva, Robert Aduviri, Daniel Matos, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A novel ensemble method for high-dimensional genomic data classification

Edwin Villanueva, Alexandra Espichan, Alexandra Espichan, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Drug Recommendation System for Geriatric Patients Based on Bayesian Networks and Evolutionary Computation

Edwin Villanueva, Lourdes Montalvo, Edwin Villanueva, 2020, IHSI.

Efficient evolutionary system for learning BN structures (Sistema evolutivo eficiente para aprendizagem estrutural de redes Bayesianas)

Edwin Villanueva, 2012 .

Optimized Algorithm for Learning Bayesian Network Super-structures

Edwin Villanueva, Carlos Dias Maciel, Edwin Villanueva, 2012, ICPRAM.

A Neural Network Architecture with an Attention-based Layer for Spatial Prediction of Fine Particulate Matter

Edwin Villanueva, José Eduardo Ochoa Luna, Luis E. Colchado, 2021, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA).

A Novel Method to Estimate Parents and Children for Local Bayesian Network Learning

Edwin Villanueva, Sergio del Río, 2021, IntelliSys.