Issue 2/2021
Special Issue: Data science and AI in FinTech
Content (7 Articles)
Open Access
Regular Paper
Analyzing the impact of missing values and selection bias on fairness
Yanchen Wang, Lisa Singh
Applications
Using network features for credit scoring in microfinance
Paulo Paraíso, Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama
Open Access
Regular Paper
Linking bank clients using graph neural networks powered by rich transactional data
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Regular Paper
Big data quality prediction informed by banking regulation
Ka Yee Wong, Raymond K. Wong
Regular Paper
Incremental learning strategies for credit cards fraud detection
B. Lebichot, G. M. Paldino, W. Siblini, L. He-Guelton, F. Oblé, G. Bontempi