João Baptista de Oliveira e Souza Filho

According to our database, João Baptista de Oliveira e Souza Filho authored at least 16 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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., May, 2023

Robust handcrafted features for music genre classification.

Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho

Neural Comput. Appl., May, 2023

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

BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives.

Frederico Dias Souza, João Baptista de Oliveira e Souza Filho

Proceedings of the Computational Processing of the Portuguese Language, 2022

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

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

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

Sentiment Analysis on Brazilian Portuguese User Reviews.

Frederico Dias Souza, João Baptista de Oliveira e Souza Filho

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Feature Vector Design for Music Genre Classification.

Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho, Souza Filho

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

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

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2019

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

2018

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

2017

A Fixed-Point Online Kernel Principal Component Extraction Algorithm.

João B. O. Souza Filho, Paulo S. R. Diniz

IEEE Trans. Signal Process., 2017

A recursive least square algorithm for online kernel principal component extraction.

João B. O. Souza Filho, Paulo S. R. Diniz

Neurocomputing, 2017

2012

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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2007

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

Proceedings of the ICEIS 2007, 2007