A gene expression programming approach for evolving multi-class image classifiers. - Nelson Marcelo Romero Aquino; Manassés Ribeiro; Matheus Gutoski; César Manuel Vargas Benítez; Heitor Silvério Lopes (LA-CCI, 2017)

A clustering-based deep autoencoder for one-class image classification. - Matheus Gutoski; Manassés Ribeiro; Nelson Marcelo Romero Aquino; André Eugênio Lazzaretti; Heitor Silvério Lopes (LA-CCI, 2017)

Feature Selection Using Differential Evolution for Unsupervised Image Clustering. - Matheus Gutoski; Manassés Ribeiro; Nelson Marcelo Romero Aquino; Leandro Takeshi F. Hattori; André Eugênio Lazzaretti; Heitor Silvério Lopes (ICAISC (1), 2018)

A study of deep convolutional auto-encoders for anomaly detection in videos. - Manassés Ribeiro; André Eugênio Lazzaretti; Heitor Silvério Lopes (Pattern Recognit. Lett., 2018)

One-Class Classification in Images and Videos Using a Convolutional Autoencoder With Compact Embedding. - Manassés Ribeiro; Matheus Gutoski; André Eugênio Lazzaretti; Heitor S. Lopes (IEEE Access, 2020)

A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection. - Matheus Gutoski; Manassés Ribeiro; Leandro Takeshi Hattori; Nelson Marcelo Romero Aquino; André Eugênio Lazzaretti; Heitor S. Lopes (Int. J. Pattern Recognit. Artif. Intell., 2021)