DSAA 2020

Journal Track Papers

Using Network Features for Credit Scoring in MicroFinance

Paulo Paraiso, Saulo Ruiz, Pedro Gomes, Luis Rodrigues and Joao Gama

Incremental Learning Strategies for Credit Cards Fraud Detection

B. Lebichot, G. M. Paldino, W. Siblini, L. He-Guelton, F. Oble and G. Bontempi

Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data

Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev and Maxim Panov

Cryptocurrencies asset pricing via machine learning

Qiyu Wang

Big Data Quality Prediction on Banking Applications

Ka Yee. Wong and Raymond K. Wong

Generalized Isolation Forest: Some Theory and More Applications

Sebastian Buschjager, Philipp-Jan Honysz and Katharina Morik

IEEE DSAA 2020