Decio Miranda Filho – Marcos M. Raimundo

Institute of Computing - University of Campinas

Decio Miranda Filho is a researcher at University of Campinas (UNICAMP) and artificial intelligence hub and cognitive architectures (H.IAAC), in the Institute of Computing (IC). He is also a member of the REasoning for COmplex Data laboratory (Recod.ai). His research interests includes Machine Learning, Statistical Modeling, Explainable and Ethical AI and Econometrics.

Interests

Machine Learning
Statistical Modeling
XAI (Explainable AI)
Ecometrics and Financial Data
Neural Networks

Education

MSc in Computer Science (information engineering), course completion forecast 2025 Institute of Computing - University of Campinas

BSc in Statistics, course completion forecast 2025 IMECC - University of Campinas

BSc in Economics, 2023 Strong Business School/FGV

Publications

Best practices for responsible machine learning in credit scoring

Giovani Valdrighi, Athyrson M. Ribeiro, Jansen SB Pereira, Vitoria Guardieiro, Arthur Hendricks, Décio Miranda Filho, Juan David Nieto Garcia, Felipe F. Bocca, Thalita B. Veronese, Lucas Wanner, Marcos Medeiros Raimundo (2025). Neural Computing and Applications.

Projects

AI for Finance - HIAAC

The goal of this research line is to develop robust and transparent AI models for credit analysis and similar problems in the financial sector, such as fraud detection.