Projects

An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data

International Joint Conference on Neural Networks 2022.

Convolution Optimization in Fire Classification

IEEE Access 2022.

Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM

Brazilian Conference on Intelligent Systems 2022.

Distantly-Supervised Neural Relation Extraction with Side Information using BERT

International Joint Conference on Neural Networks 2020.

Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study

Expert Systems with Applications 2019.

Entropic Out-of-Distribution Detection

International Joint Conference on Neural Networks 2021.

Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples

IEEE Transactions on Neural Networks and Learning Systems 2021.

Heartbeat Anomaly Detection using Adversarial Oversampling

International Joint Conference on Neural Networks 2019.

Hierarchical Attentional Hybrid Neural Networks for Document Classification

International Conference on Artificial Neural Networks 2019.

Identification of Microorganism Colony Odor Signature using InceptionTime

IEEE International Conference on Systems, Man, and Cybernetics 2021.