Search Results for author: Rodrigo F. Mello

Found 2 papers, 0 papers with code

Forecasting insect abundance using time series embedding and machine learning

no code implementations22 Dec 2023 Gabriel R. Palma, Rodrigo F. Mello, Wesley A. C. Godoy, Eduardo Engel, Douglas Lau, Charles Markham, Rafael A. Moral

We pre-processed the data using our newly proposed approach and more straightforward approaches commonly used to train machine learning algorithms in time series problems.

Time Series

Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles

no code implementations18 Mar 2021 Gabriel D. Cantareira, Rodrigo F. Mello, Fernando V. Paulovich

As neural networks become the tool of choice to solve an increasing variety of problems in our society, adversarial attacks become critical.

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