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ORCIDJoão Baptista de Oliveira e Souza Filho
Person information
- affiliation: Federal Center of Technological Education Celso Suckow da Fonseca (CEFET/RJ), Brazil
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Journal Articles
- 2024
[j9]Amanda de O. Sabino das Chagas
, Lisandro Lovisolo, Michel Pompeu Tcheou, João Baptista de Oliveira e Souza Filho:
A proposal for fall-risk detection of hospitalized patients from wireless channel state information using Internet of Things devices. Eng. Appl. Artif. Intell. 133: 108628 (2024)- 2023
- [j8]Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho:
Robust handcrafted features for music genre classification. Neural Comput. Appl. 35(13): 9335-9348 (2023) - [j7]Frederico Dias Souza, João Baptista de Oliveira e Souza Filho:
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers. Neural Comput. Appl. 35(13): 9393-9406 (2023) - 2022
- [j6]João B. O. Souza Filho, Lan-Da Van, Tzyy-Ping Jung, Paulo S. R. Diniz:
Online Component Analysis, Architectures and Applications. Found. Trends Signal Process. 16(3-4): 224-429 (2022) - 2021
- [j5]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:
Multimodal soccer highlight identification using a sparse subset of frames integrating long-term sliding windows. Inf. Sci. 578: 702-724 (2021) - 2019
- [j4]Errison dos Santos Alves, João B. O. Souza Filho, Afrânio Lineu Kritski:
An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients. Neurocomputing 331: 289-300 (2019) - 2018
- [j3]João B. O. Souza Filho, Paulo S. R. Diniz:
Improving KPCA Online Extraction by Orthonormalization in the Feature Space. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1382-1387 (2018) - 2017
- [j2]João B. O. Souza Filho, Paulo S. R. Diniz:
A recursive least square algorithm for online kernel principal component extraction. Neurocomputing 237: 255-264 (2017) - [j1]João B. O. Souza Filho, Paulo S. R. Diniz:
A Fixed-Point Online Kernel Principal Component Extraction Algorithm. IEEE Trans. Signal Process. 65(23): 6244-6259 (2017)
Conference and Workshop Papers
- 2022
- [c7]Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo da Silva Muniz:
Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems. LA-CCI 2022: 1-6 - [c6]Frederico Dias Souza, João Baptista de Oliveira e Souza Filho:
BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives. PROPOR 2022: 209-218 - 2021
- [c5]Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo da Silva Muniz:
A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar Systems. LA-CCI 2021: 1-6 - [c4]Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho, Souza Filho:
Feature Vector Design for Music Genre Classification. LA-CCI 2021: 1-6 - [c3]Frederico Dias Souza, João Baptista de Oliveira e Souza Filho:
Sentiment Analysis on Brazilian Portuguese User Reviews. LA-CCI 2021: 1-6 - 2012
- [c2]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:
An Intelligent System for Managing the Isolation of Patients Suspected of Pulmonary Tuberculosis. IDEAL 2012: 818-825 - 2007
- [c1]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:
NEURALTB Web System: Support to the Smear Negative Pulmonary Tuberculosis Diagnosis. ICEIS (2) 2007: 198-203
Informal and Other Publications
- 2022
- [i3]Frederico Dias Souza, João B. O. Souza Filho:
BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives. CoRR abs/2201.03382 (2022) - [i2]Frederico Dias Souza, João Baptista de Oliveira e Souza Filho:
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers. CoRR abs/2212.00587 (2022) - 2021
- [i1]Frederico Dias Souza, João B. O. Souza Filho:
Sentiment Analysis on Brazilian Portuguese User Reviews. CoRR abs/2112.05459 (2021)
Coauthor Index
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