My name is Moésio and I am a Computer Science student at the Federal Rural University of Pernambuco (UFRPE).
- 💫 I love Computing, Artificial Intelligence, Physics, and Astronomy.
- 💻 I want to research Computational Astrophysics in the future!
- 📚 I enjoy studying almost everything, and I hope to contribute with Open Source projects.
- 📝 I've had experience with a few programming languages: Python, Java, C, C#, Haskell, Go, Kotlin.
Optimization 📈
OLIVEIRA, F.B., SILVA-FILHO, M.W., BARBOSA, G.A., FREITAS, J.P., PENNA, C., MIRANDA, P.B.C. (2025). Machine Learning and Time Series Analysis to Forecast Hotel Room Prices. In: Paes, A., Verri, F.A.N. (eds) Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15414. Springer, Cham.
MIRANDA, PÉRICLES B.C.; GIRÁLDEZ-CRU, JESÚS; SILVA-FILHO, MÓESIO W.; ZARCO, CARMEN; CORDÓN, OSCAR. Learning Agents’ Behavioral Patterns in Agent-Based Modeling by Means of Evolutionary Algorithms. 2024 IEEE Congress on Evolutionary Computation (CEC). [S. l.]: IEEE, 30 jun. 2024.
SILVA FILHO, MOÉSIO W. DA; BARBOSA, GABRIEL A.; MIRANDA, PÉRICLES B. C. Learning Global Optimization by Deep Reinforcement Learning. Intelligent Systems. 1ed.: Springer Cham, 2022, p. 417-433.
SILVA FILHO, M. W. DA, BARBOSA, G. A., MIRANDA, P. B. C., NASCIMENTO, A. C. A., & MELLO, R. F. (2021). Zeroth Order Policy Search Methods for Global Optimization Problems: An Experimental Study. In Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2021) (pp. 209–220). Encontro Nacional de Inteligência Artificial e Computacional. Sociedade Brasileira de Computação.
Artificial Intelligence in Education 🏫
OLIVEIRA, H., MELLO, R. F., MIRANDA, P., BATISTA, H., FILHO, M. W. DA S., CORDEIRO, T., BITTENCOURT, I. I., & ISOTANI, S. (2025). A Benchmark Dataset of Narrative Student Essays with Multi-Competency Grades for Automatic Essay Scoring in Brazilian Portuguese. In Data in Brief (p. 111526). Elsevier BV.
Freitas, E., Batista, H. H. N., Barbosa, G. A., Wenceslau, M., Portela, C., Isotani, S., Cordeiro, T., Bittencourt, I. I., Yasojima, K., Sobrinho, Á., Lisboa, R., & Ferreira Mello, R. (2022). Learning Analytics Desconectada: Um Estudo de Caso em Análise de Produções Textuais. Anais do I Workshop de Aplicações Práticas de Learning Analytics em Instituições de Ensino no Brasil (WAPLA 2022).
LIMA, T. B.; MELLO, R. F.; SILVA FILHO, M. W. da.; BITTENCOURT, I. I.; CORDEIRO, T. D.; JOSE, J. Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts. Intelligent Systems. 1ed.: Springer Cham, 2022, v. , p. 616-630.
SILVA FILHO, MÓESIO WENCESLAU DA; NASCIMENTO, ANDRÉ C. A.; MIRANDA, PÉRICLES; RODRIGUES, LUIZ; CORDEIRO, THIAGO; ISOTANI, SEIJI; BITTENCOURT, IG IBERT; MELLO, RAFAEL FERREIRA. Automated Formal Register Scoring of Student Narrative Essays Written in Portuguese. Anais do II Workshop de Aplicações Práticas de Learning Analytics em Instituições de Ensino no Brasil (WAPLA 2023). [S. l.]: Sociedade Brasileira de Computação, 2023.
MELLO, R. F., OLIVEIRA, H., WENCESLAU, M., BATISTA, H., CORDEIRO, T., BITTENCOURT, I. I., AND ISOTANIF, S. (2024). PROPOR’24 competition on automatic essay scoring of Portuguese narrative essays. In Proceedings of the 16th International Conference on Computational Processing of Portuguese - Vol. 2, pages 1–5, Santiago de Compostela, Galicia/Spain. Association for Computational Linguistics.
Medical Imaging 🩻
MOÉSIO WENCESLAU DA SILVA FILHO, HYAN BATISTA, BARBOSA, G., MANGAROSKA, K., & VESIN, B.' (2024). How to Evaluate Machine Learning in Medical Imaging? A Case Study on Renal Scintigraphy. 2024 IEEE International Symposium on Biomedical Imaging (ISBI). (Poster)