André Luis Debiaso Rossi

Deep learning for biological image classification

Carlos de Oliveira Affonso, André Luis Debiaso Rossi, Fábio Henrique Antunes Vieira et al. · Expert Systems with Applications · 2017 · 292 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +5

Combining meta-learning and search techniques to select parameters for support vector machines

Taciana A.F. Gomes, Ricardo B. C. Prudêncio, Carlos Soares et al. · Neurocomputing · 2011 · 143 citations

Artificial Intelligence, Data Classification, Support Vector Machine +15

Effectiveness of Random Search in SVM hyper-parameter tuning

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren et al. · 2015 · 133 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data

André Luis Debiaso Rossi, André C. P. L. F. de Carvalho, Carlos Soares et al. · Neurocomputing · 2013 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +12

A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça et al. · Information Sciences · 2019 · 79 citations · Full text

Artificial Intelligence, Hyperparameter Estimation, Engineering +13