An accurate and fast neural method for PCA extraction. - João B. O. Souza Filho; Luiz Pereira Calôba; José Manoel de Seixas (IJCNN, 2003)

NEURALTB Web System: Support to the Smear Negative Pulmonary Tuberculosis Diagnosis. - Carmen Maidantchik; José Manoel de Seixas; Afrânio Lineu Kritski; Fernanda Carvalho de Queiroz Mello; Rony T. V. Braga; Pedro H. S. Antunes; João Baptista de Oliveira e Souza Filho (ICEIS (2), 2007)

An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary Tuberculosis. - João Baptista de Oliveira e Souza Filho; Ana Paula Pereira Vieira; José Manoel de Seixas; Fábio Silva Aguiar; Fernanda Carvalho de Queiroz Mello; Afrânio Lineu Kritski (IDEAL, 2012)

A recursive least square algorithm for online kernel principal component extraction. - João B. O. Souza Filho; Paulo S. R. Diniz (Neurocomputing, 2017)

A Fixed-Point Online Kernel Principal Component Extraction Algorithm. - João B. O. Souza Filho; Paulo S. R. Diniz (IEEE Trans. Signal Process., 2017)

Improving KPCA Online Extraction by Orthonormalization in the Feature Space. - João B. O. Souza Filho; Paulo S. R. Diniz (IEEE Trans. Neural Networks Learn. Syst., 2018)

An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients. - Errison dos Santos Alves; João B. O. Souza Filho; Afrânio Lineu Kritski (Neurocomputing, 2019)

A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar Systems. - Eduardo Sperle Honorato; João Baptista de Oliveira e Souza Filho; Victor Hugo da Silva Muniz (LA-CCI, 2021)

Feature Vector Design for Music Genre Classification. - Victor Hugo da Silva Muniz; João Baptista de Oliveira e Souza Filho; Souza Filho (LA-CCI, 2021)

Sentiment Analysis on Brazilian Portuguese User Reviews. - Frederico Dias Souza; João Baptista de Oliveira e Souza Filho (LA-CCI, 2021)

Multimodal soccer highlight identification using a sparse subset of frames integrating long-term sliding windows. - Carolina L. Bez; João B. O. Souza Filho; Luiz G. L. B. M. de Vasconcelos; Thiago Frensch; Eduardo A. B. da Silva; Sergio L. Netto (Inf. Sci., 2021)

Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems. - Eduardo Sperle Honorato; João Baptista de Oliveira e Souza Filho; Victor Hugo da Silva Muniz (LA-CCI, 2022)

BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives. - Frederico Dias Souza; João Baptista de Oliveira e Souza Filho (PROPOR, 2022)

Online Component Analysis, Architectures and Applications. - João B. O. Souza Filho; Lan-Da Van; Tzyy-Ping Jung; Paulo S. R. Diniz (Found. Trends Signal Process., 2022)

Robust handcrafted features for music genre classification. - Victor Hugo da Silva Muniz; João Baptista de Oliveira e Souza Filho (Neural Comput. Appl., 2023)

Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers. - Frederico Dias Souza; João Baptista de Oliveira e Souza Filho (Neural Comput. Appl., 2023)

A proposal for fall-risk detection of hospitalized patients from wireless channel state information using Internet of Things devices. - Amanda de O. Sabino das Chagas; Lisandro Lovisolo; Michel Pompeu Tcheou; João Baptista de Oliveira e Souza Filho (Eng. Appl. Artif. Intell., 2024)

A Sparse Fixed-Point Online KPCA Extraction Algorithm. - João B. O. Souza Filho; Paulo S. R. Diniz (IEEE Trans. Signal Process., 2024)

IARA: An Underwater Acoustic Database. - Fabio O. B. da Silva; Júlio de Castro Vargas Fernandes; William Soares-Filho; João Baptista de Oliveira e Souza Filho; Ângela Spengler; Natanael Nunes de Moura Junior (IEEE Access, 2025)