João Baptista de Oliveira e Souza Filho

Orcid: 0000-0001-6005-8480

Affiliations:
  • Federal Center of Technological Education Celso Suckow da Fonseca (CEFET/RJ), Brazil


According to our database1, João Baptista de Oliveira e Souza Filho authored at least 15 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers.
Neural Comput. Appl., May, 2023

Robust handcrafted features for music genre classification.
Neural Comput. Appl., May, 2023

2022
Online Component Analysis, Architectures and Applications.
Found. Trends Signal Process., 2022

BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives.
Proceedings of the Computational Processing of the Portuguese Language, 2022

Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems.
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.
Inf. Sci., 2021

Sentiment Analysis on Brazilian Portuguese User Reviews.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Feature Vector Design for Music Genre Classification.
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.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2019
An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients.
Neurocomputing, 2019

2018
Improving KPCA Online Extraction by Orthonormalization in the Feature Space.
IEEE Trans. Neural Networks Learn. Syst., 2018

2017
A Fixed-Point Online Kernel Principal Component Extraction Algorithm.
IEEE Trans. Signal Process., 2017

A recursive least square algorithm for online kernel principal component extraction.
Neurocomputing, 2017

2012
An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary Tuberculosis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2007
NEURALTB Web System: Support to the Smear Negative Pulmonary Tuberculosis Diagnosis.
Proceedings of the ICEIS 2007, 2007


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