Researches

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Welcome to the Researches page!

Researches

Articles in Scientific Journals

2025

1. FERREIRA, J. A.; MORAES, R. M. ; MACHADO, L. S. . A New Double Weighted Fuzzy Hypergeometric Naive Bayes Network and its Application for User’s Assessment in Virtual Reality Simulators. International Journal of Computational Intelligence Systems, 2025.
   • link: https://link.springer.com/article/10.1007/s44196-025-00816-5

2024

1. FERREIRA, J. A.; RODRIGUES, A. K. G. ; OSPINA, R. ; GOMEZ, L. . Machine learning classification based on k-Nearest Neighbors for PolSAR data. ANAIS DA ACADEMIA BRASILEIRA DE CIÊNCIAS, v. 96, p. e20230064, 2024.
   • link: https://www.scielo.br/j/aabc/a/W6HztqLJr4KSFbh7xjkNvZw/?lang=en

2023

1. CORDEIRO, GAUSS M. ; NASCIMENTO, ABRAÃO D. C. ; FERREIRA, JODAVID A. . The MOGN Distribution Applied to Medical Imagery Processing. JOURNAL OF STATISTICAL THEORY AND PRACTICE, v. 17, p. -, 2023.

   • link: https://link.springer.com/article/10.1007/s42519-022-00293-5

2. PONTES, C. F. ; FERREIRA, J. A. ; FEITOSA, C. R. S. ; VIANNA, R. P. T. ; MORAES, R. M. . Análise Espacial e Espaço-Temporal da COVID-19 no estado da Paraíba. Revista Espaço e Geografia (UnB), v. 26, p. 2-27, 2023.

   • link: https://periodicos.unb.br/index.php/espacoegeografia/article/view/41886

3. NASCIMENTO, ABRAÃO D. C. ; FERREIRA, JODAVID A. ; FRERY, ALEJANDRO C. . Unsupervised segmentation of PolSAR data with complex Wishart and $${arvec{mathcal {G}}}^{arvec{0}}_{arvec{m}}$$ distributions and Shannon entropy. STATISTICS AND COMPUTING, v. 33, p. 129, 2023.

   • link: https://link.springer.com/article/10.1007/s11222-023-10298-0

4. GOMES, LIDIANE CRISTINA FÉLIX ; LINHARES SALES, MARTA CELINA ; COSTA DOS SANTOS, CARLOS ANTÔNIO ; DE ARAÚJO FERREIRA, JODAVID . Comportamento espaço-temporal da pneumonia e suas relações com os elementos climáticos e sociais em Campina Grande-PB. JOURNAL OF HYPERSPECTRAL REMOTE SENSING, v. 13, p. 638-654, 2023.

   • link: https://periodicos.ufpe.br/revistas/index.php/jhrs/article/view/260624

5. FERREIRA, JODAVID A.; MORAES, RONEI M. . FuzzyClass: A family of Fuzzy and Non-Fuzzyprobabilistic-based classifiers. Journal of Open Source Software, v. 8, p. 5613, 2023.

   • link: https://joss.theoj.org/papers/10.21105/joss.05613

2022

1. NASCIMENTO, ABRAÃO ; FERREIRA, JODAVID ; SILVA, ALISSON . Divergence-based tests for the bivariate gamma distribution applied to polarimetric synthetic aperture radar. STATISTICAL PAPERS (ONLINE), v. online, p. 1-25, 2022.

   • link: https://link.springer.com/article/10.1007/s00362-022-01354-4

2. FERREIRA, J. A.; NASCIMENTO, A. D. C. ; FRERY, A. C. . PolSAR Models with Multimodal Intensities. Remote Sensing, v. 14, p. 5083, 2022.

   • link: https://www.mdpi.com/2072-4292/14/20/5083

2020

1. FERREIRA, J. A.; NASCIMENTO, A. D. C. . Shannon Entropy for the G0I Model: A new Segmentation Approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v. 13, p. 2547-2553, 2020.

   • link: https://ieeexplore.ieee.org/document/9103261

2. RODRÍGUEZ, WILLIAM D. A. ; AMARAL, GETÚLIO J. A. ; NASCIMENTO, ABRAÃO D. C. ; FERREIRA, JODAVID A. . Information criteria in classification: new divergence-based classifiers. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v. 00, p. 1-18, 2020.

   • link: https://www.tandfonline.com/doi/full/10.1080/00949655.2020.1798445

3. FERREIRA, J. A.; COELHO, H. F. C. ; NASCIMENTO, A. D. C. . A Family of Divergence-based Classifiers for Polarimetric Synthetic Aperture Radar (PolSAR) Imagery Vector and Matrix Features. INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 42, p. 1201-1229, 2020.

   • link: https://www.tandfonline.com/doi/full/10.1080/01431161.2020.1826060

4. MORAES, RONEI M. ; FERREIRA, JODAVID A. ; MACHADO, LILIANE S. . A New Bayesian Network Based on Gaussian Naive Bayes with Fuzzy Parameters for Training Assessment in Virtual Simulators. International Journal of Fuzzy Systems, v. 23, p. 849-861, 2020.

   • link: https://link.springer.com/article/10.1007/s40815-020-00936-4

Articles in Conference Proceedings

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