Publications

Souza B. V., Silvestre A. S. S., Lisboa V. H. F., Borges V. R. P., Pre-trained Language Models for Multi-Label Text Classification of Competitive Programming Problems, to appear at ENIAC, Belém, Pará, Brazil, 2024.
Source-code and additional resources here.

Cavalcante J. P., Marinho M. C., Borges V. R. P., Natural Language Processing Approaches for Accrediting Students on Extracurricular Activities, to appear at Brazilian Symposium on Computers in Education (SBIE), Rio de Janeiro, Rio de Janeiro, 2024.
Source-code and additional resources here.

Silvestre A. S. S., Lisboa V. H. F., Souza B. V., Borges V. R. P., A Multi-label Classification Approach for Categorizing Beginner Programming Problems From Online Judges, to appear at IEEE Frontiers in Education Conference (FIE), Washington D. C., United States, 2024.
Source-code and additional resources here.

Machado C. E., Ataíde K. R. da P., Borges V. R. P., Long Short-Term Memory Approaches for Weather Forecasting from Local Stations, to appear at 9th International Conference on Frontiers of Signal Processing (ICFSP), Paris, France, p. 1-5, 2024.
Source-code and additional resources here.

Marinho C. M., Weigang L., Di Oliveira V., Oliveira M. C. F., Borges V. R. P., Estratégias Computacionais Baseadas em Similaridade de Textos e Visualização Exploratória para a Identificação de Inconsistências em Notas Fiscais Eletrônicas, Concurso de Trabalhos de Conclusão de Curso - Simpósio Brasileiro de Sistemas de Informação (SBSI), Juiz de Fora, Minas Gerais, p. 212-221, 2024.

Romao B., Botelho R. B. A., Torres M. L., Maynard D. C., Holanda M. E. M., Borges V. R. P., Raposo A., Zandonadi R. P., Nutritional Profile of Commercialized Plant-Based Meat: An Integrative Review with a Systematic Approach. Foods, v. 12, p. 448, 2023.

Romao B., Botelho R. B. A., Nakano E. Y., Borges V. R. P., Holanda M. E. M., Raposo A., Han H., Gil-Marin M, Ariza-Montes A., Zandonadi R. P., Vegan milk and egg alternatives commercialized in Brazil: A study of the nutritional composition and main ingredients. Frontiers in Public Health, v. 10, p. 1, 2022.

Marinho M. C., Oliveira V. ; Neto S. A. P. B., Weigang L., Borges V. R. P., Visual Analysis of Electronic Invoices to Identify Suspicious Cases of Tax Frauds. Information Technology and Systems: Proceedings of the International Conference on Information Technology & Systems (ICITS 2022). Lecture Notes in Networks and Systems, Springer, v. 414, p. 185-195, 2022.

Holanda M. E. M., Romao B., Botelho R. B. A., Zandonadi R. P., Borges V. R. P., Food Data Analysis using Multidimensional Visualizations based on Point Placement. 35th Conference on Graphics, Patterns and Images (SIBGRAPI), Natal - RN, Workshop of Undergraduate Works (WUW), p. 1-4, 2022.
Source-code and additional resources here.

Carvalho H. S. L., Borges V. R. P.. A Comparative Study of Text Document Representation Approaches Using Point Placement-based Visualizations. 34th Conference on Graphics, Patterns and Images (SIBGRAPI), Gramado - RS, Workshop of Undergraduate Works (WUW), p. 1-6, 2021.