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Marcos Machado
Marcos Machado
Assistant Professor, University of Twente
Geverifieerd e-mailadres voor utwente.nl - Homepage
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LightGBM: An effective decision tree gradient boosting method to predict customer loyalty in the finance industry
MR Machado, S Karray, IT de Sousa
2019 14th International Conference on Computer Science & Education (ICCSE …, 2019
962019
Assessing credit risk of commercial customers using hybrid machine learning algorithms
MR Machado, S Karray
Expert Systems with Applications 200, 116889, 2022
342022
An agent-based model applied to brazilian wind energy auctions
MR Machado, MK Fujii, C de Oliveira Ribeiro, EE Rego
IEEE Latin America Transactions 17 (05), 865-874, 2019
52019
Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry
MR Machado, S Karray
Electronic Commerce Research and Applications 56, 101202, 2022
32022
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information
EP Medeiros, MR Machado, EDG de Freitas, DS da Silva, RWR de Souza
Expert Systems with Applications 238, 122029, 2024
2024
An Overview-Stress Test Designs for the Evaluation of AI and ML Models Under Shifting Financial Conditions to Improve the Robustness of Models
J Osterrieder, V Arakelian, IF Coita, B Hadji-Misheva, A Kabasinskas, ...
Available at SSRN 4634266, 2023
2023
Challenge-Based Learning And Constructive Alignment: A Challenge For Information Systems’ Educators
J Moreira, W Ugulino, MR Machado, PL Ferreira
European Society for Engineering Education (SEFI), 2023
2023
Digital Finance: Reaching New Frontiers
J Osterrieder, BH Misheva, M Machado
Open Research Europe 3, 2023
2023
Integrating Customer Portfolio Theory and the Multiple Sources of Risk Approaches to Model Risk-Adjusted Revenue
MR Machado, S Karray
IFAC-PapersOnLine 55, 356-363, 2022
2022
Process optimization during contracting in Real Estate - A case study
JC Olimpio, MR Machado
LARES 18 (1), 1-17, 2018
2018
Análise da qualidade de investimento em um FII: um estudo de caso
MR Machado, MR Crespo, AC da Rocha, C de Oliveira Ribeiro
I Prêmio Lares Abecip Secovi-SP : soluções para o mercado e crédito …, 2016
2016
Logistic regression applied to real estate business
MR Machado, C de Oliveira Ribeiro
XXXV ENCONTRO NACIONAL DE ENGENHARIA DE PRODUCAO Perspectivas Globais para a …, 2015
2015
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Artikelen 1–12