Gian Marco Paldino

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Financial Institutions

Fraud Detection

Incremental Learning

Top Venues

Expert Syst. Appl.

Adv. Data Anal. Classif.

Publications

Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. 18 (1) (2024)
Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi
Assessment of catastrophic forgetting in continual credit card fraud detection. Expert Syst. Appl. 249 (2024)
Daniele Lunghi, Gian Marco Paldino, Olivier Caelen, Gianluca Bontempi
An Adversary Model of Fraudsters' Behavior to Improve Oversampling in Credit Card Fraud Detection. IEEE Access 11 (2023)
Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
Incremental learning strategies for credit cards fraud detection. Int. J. Data Sci. Anal. 12 (2) (2021)
Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé
Incremental learning strategies for credit cards fraud detection: Extended abstract. DSAA (2020)