High-Pass Learning Machine: An Edge Detection Approach. - Alan L. S. Matias; Saulo A. F. Oliveira; Ajalmar R. da Rocha Neto; Pedro Pedrosa Rebouças Filho (ICIAP Workshops, 2017)

Opposite-to-Noise ARTMAP Neural Network. - Alan Matias; Ajalmar R. da Rocha Neto; Atslands Rego da Rocha (IWANN (1), 2017)

Fuzzy ART-Based Classification via Sparse Bayesian Learning. - Alan L. S. Matias; Lucas Silva de Sousa; Ajalmar R. da Rocha Neto; João Paulo Pordeus Gomes (IJCNN, 2018)

OnARTMAP: A Fuzzy ARTMAP-based Architecture. - Alan L. S. Matias; Ajalmar R. da Rocha Neto (Neural Networks, 2018)

OnMLM: An Online Formulation for the Minimal Learning Machine. - Alan L. S. Matias; César L. C. Mattos; Tommi Kärkkäinen; João P. P. Gomes; Ajalmar R. da Rocha Neto (IWANN (1), 2019)

Classification with Rejection Option Using the Fuzzy ARTMAP Neural Network. - Francisco Felipe M. Sousa; Alan Lucas Silva Matias; Ajalmar Rêgo da Rocha Neto (IWANN (2), 2019)

A novel fuzzy ARTMAP with area of influence. - Alan L. S. Matias; Ajalmar R. da Rocha Neto; César Lincoln C. Mattos; João Paulo Pordeus Gomes (Neurocomputing, 2021)

Amortized Variational Deep Kernel Learning. - Alan L. S. Matias; César Lincoln C. Mattos; João Paulo Pordeus Gomes; Diego Mesquita (ICML, 2024)

Bayesian ART for incomplete datasets. - Alan L. S. Matias; João Paulo Pordeus Gomes; César Lincoln C. Mattos; Ajalmar R. da Rocha Neto; Diego Mesquita (Appl. Soft Comput., 2024)