Dr. M.R. Machado | People pages: Vind een medewerker en alle contactgegevens

Expertises

Economics, Econometrics and Finance
- Finance
- Machine Learning
- Specific Industry
- Credit
Computer Science
- Artificial Intelligence
- Machine Learning Algorithm
- Machine Learning Model
- Models

Organisaties

Publicaties

2026

Artificial Intelligence-Driven and Digital Practices for Circular Business and Finance: Insights for Advancing Hubs for Circularity (2026)Business strategy and the environment (E-pub ahead of print/First online). Tripathi, A., Machado, M. R., Spierdijk, L. & Yazan, D. M.https://doi.org/10.1002/bse.70845Explaining to defend: SHAP-based defense mechanism against adversarial attacks in P2P credit risk (2026)Expert systems with applications, 301. Article 130432. Straus, J. V. D., Andreev, V. K., Koeleman, T., Sepanosian, T. & Machado, M. R.https://doi.org/10.1016/j.eswa.2025.130432Designing green artificial intelligence (Green AI) models for finance: A novel approach for sustainable and responsible adoption (2026)Financial Innovation, 12. Article 96 (E-pub ahead of print/First online). Elbouknify, I., Machado, M. R. & Iannario, M.https://doi.org/10.1186/s40854-026-00915-yLog anomaly detection in AIOps: A real-world implementation using Large Language Models (2026)Systems and Soft Computing, 8. Article 200475 (E-pub ahead of print/First online). Cabello, M. D. l. C., Sales, T. P. & Machado, M. R.https://doi.org/10.1016/j.sasc.2026.200475A hybrid machine learning approach for customer valuation and decision-making in peer-to-peer lending (2026)Decision Analytics Journal, 18. Article 100679. Machado, M. R. & Karray, S.https://doi.org/10.1016/j.dajour.2026.100679Multi-modal document classification in AEC asset management (2026)Intelligent Systems with Applications, 29. Article 200609. Rademaker, F., Ahmed, F. & Machado, M. R.https://doi.org/10.1016/j.iswa.2025.200609How can the integration of AI large language models and knowledge graph enhance fault diagnosis?: A systematic literature review (2026)Applied Soft Computing, 194. Article 114908 (E-pub ahead of print/First online). Razaq, W. B. M., Chen, H., Machado, M. R. & Rebelo Moreira, J. L.https://doi.org/10.1016/j.asoc.2026.114908Financing circularity strategies in critical raw materials supply chains: Toward a novel blended framework (2026)Resources Policy, 112. Article 105811. Xie, K., Machado, M. R., Spierdijk, L. & Yazan, D. M.https://doi.org/10.1016/j.resourpol.2025.105811

2025

AIOps for log anomaly detection in the era of LLMs: A systematic literature review (2025)Intelligent Systems with Applications, 28. Article 200608. De la Cruz Cabello, M., Prince Sales, T. & Machado, M. R.https://doi.org/10.1016/j.iswa.2025.200608Advancing credit risk assessment in the retail banking industry: A hybrid approach using time series and supervised learning models (2025)Data & knowledge engineering, 160. Article 102490. Goldmann, S. H., Machado, M. R. & Osterrieder, J. R.https://doi.org/10.1016/j.datak.2025.102490

Onderzoeksprofielen

Verbonden aan opleidingen

Vakken collegejaar 2025/2026

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.