João B. O. Souza Filho

11 papers B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Sparse Fixed-Point Online KPCA Extraction Algorithm.
IEEE Trans. Signal Process.
João B. O. Souza Filho, Paulo S. R. Diniz
2022 J jnl
BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives.
CoRR
Frederico Dias Souza, João B. O. Souza Filho
2022 J jnl
Online Component Analysis, Architectures and Applications.
Found. Trends Signal Process.
João B. O. Souza Filho, Lan-Da Van, Tzyy-Ping Jung, Paulo S. R. Diniz
2021 J jnl
Multimodal soccer highlight identification using a sparse subset of frames integrating long-term sliding windows.
Inf. Sci.
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
2021 J jnl
Sentiment Analysis on Brazilian Portuguese User Reviews.
CoRR
Frederico Dias Souza, João B. O. Souza Filho
2021 — conf
Tackling neural machine translation in low-resource settings: a Portuguese case study.
STIL
Arthur T. Estrella, João B. O. Souza Filho
2019 J jnl
An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients.
Neurocomputing
Errison dos Santos Alves, João B. O. Souza Filho, Afrânio Lineu Kritski
2018 J jnl
Improving KPCA Online Extraction by Orthonormalization in the Feature Space.
IEEE Trans. Neural Networks Learn. Syst.
João B. O. Souza Filho, Paulo S. R. Diniz
2017 J jnl
A Fixed-Point Online Kernel Principal Component Extraction Algorithm.
IEEE Trans. Signal Process.
João B. O. Souza Filho, Paulo S. R. Diniz
2017 J jnl
A recursive least square algorithm for online kernel principal component extraction.
Neurocomputing
João B. O. Souza Filho, Paulo S. R. Diniz
2003 B conf
An accurate and fast neural method for PCA extraction.
IJCNN
João B. O. Souza Filho, Luiz Pereira Calôba, José Manoel de Seixas