Search Results for author: Sheikh Shanawaz Mostafa

Found 3 papers, 1 papers with code

Variational Autoencoder Kernel Interpretation and Selection for Classification

no code implementations10 Sep 2022 Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García

This work proposed kernel selection approaches for probabilistic classifiers based on features produced by the convolutional encoder of a variational autoencoder.

Classification feature selection

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG

1 code implementation18 Dec 2021 Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado-Dias, Antonio G. Ravelo-García

The proposed approach is still in the upper range of the best state of the art works despite a difficult dataset, and has the advantage of providing a fully automatic analysis without requiring any manual procedure.

Decision Making EEG +2

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