dr. M.R. Machado (Marcos)

Universitair docent


Business & Economics
Financial Industry
Learning Algorithm
Machine Learning
Engineering & Materials Science
Learning Algorithms
Machine Learning


Medeiros, E. P. , Machado, M. R., de Freitas, E. D. G., da Silva, D. S., & de Souza, R. W. R. (2024). Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information. Expert systems with applications, 238(Part B), Article 122029. https://doi.org/10.1016/j.eswa.2023.122029
Moreira, J. , Ugulino, W. , Machado, M. R. , & Pires, L. F. (2023). Challenge-Based Learning and Constructive Alignment: A Challenge for Information Systems' Educators. In G. Reilly, M. Murphy, B. V. Nagy, & H.-M. Jarvinen (Eds.), SEFI 2023 - 51st Annual Conference of the European Society for Engineering Education: Engineering Education for Sustainability, Proceedings (pp. 2517-2526). Societe Europeenne pour la Formation des Ingenieurs (SEFI). https://doi.org/10.21427/V8GC-C794
Machado, M. R., Karray, S., & De Sousa, I. T. (2019). LightGBM: An effective decision tree gradient boosting method to predict customer loyalty in the finance industry. In 14th International Conference on Computer Science and Education, ICCSE 2019 (pp. 1111-1116). Article 8845529 IEEE. https://doi.org/10.1109/ICCSE.2019.8845529
MacHado, M. R., Kenichi Fujii, M., De Oliveira Ribeiro, C., & Rego, E. E. (2019). An Agent-Based Model Applied to Brazilian Wind Energy Auctions. IEEE Latin America Transactions, 17(5), 865-874. Article 8891956. https://doi.org/10.1109/TLA.2019.8891956

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Universiteit Twente
Faculty of Behavioural, Management and Social Sciences
Ravelijn (gebouwnr. 10), kamer 3105
Hallenweg 17
7522NH  Enschede

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Universiteit Twente
Faculty of Behavioural, Management and Social Sciences
Ravelijn  3105
Postbus 217
7500 AE Enschede

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