Amauri H. Souza Júnior

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 6

Top Topics

Reference Points

Hyperparameters

Norm Regularization

Learning Machines

Top Venues

Publications

Joonas Hämäläinen, Alisson S. C. Alencar, Tommi Kärkkäinen, César L. C. Mattos, Amauri H. Souza Júnior, João P. P. Gomes
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection. CoRR (2019)
Victor R. Prata, Ronaldo S. Moreira, Luan Sousa Cordeiro, Átilla N. Maia, Alan Rabelo Martins, Davi A. Leão, C. H. L. Cavalcante, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto
A Novel Recommendation System for Next Feature in Software. IDEAL (1) (2019)
Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Amauri H. Souza Júnior
Opposite neighborhood: a new method to select reference points of minimal learning machines. ESANN (2018)
Madson Luiz Dantas Dias, Ananda L. Freire, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes
Sparse Minimal Learning Machines Via L_1/2 Norm Regularization. BRACIS (2018)
João P. P. Gomes, Diego P. P. Mesquita, Ananda Freire, Amauri H. Souza Júnior, Tommi Kärkkäinen
A Robust Minimal Learning Machine based on the M-Estimator. ESANN (2017)
Marcelo B. A. Veras, Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Júnior, Guilherme A. Barreto
Forward Stagewise Regression on Incomplete Datasets. IWANN (1) (2017)
Amauri H. Souza Júnior, Guilherme De A. Barreto, Francesco Corona
Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map. Neurocomputing 147 (2015)