Search Results for author: Eduardo Bezerra

Found 3 papers, 3 papers with code

A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks

1 code implementation22 Nov 2020 Marcello Serqueira, Pedro González, Eduardo Bezerra

HBRKGA is a hybrid approach that combines the Biased Random Key Genetic Algorithm with a Random Walk technique to search the hyperparameter space efficiently.

Bayesian Optimization Hyperparameter Optimization

STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting

1 code implementation30 Nov 2019 Rafaela Castro, Yania M. Souto, Eduardo Ogasawara, Fabio Porto, Eduardo Bezerra

Applying machine learning models to meteorological data brings many opportunities to the Geosciences field, such as predicting future weather conditions more accurately.

Weather Forecasting

A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization

1 code implementation28 Apr 2018 Raphael Abreu, Joel dos Santos, Eduardo Bezerra

For example, at the moment in which an explosion is presented in the audiovisual content, it may be adequate to activate actuators that produce heat and light.

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