Andrea Dal Pozzolo

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 3

Top Topics

Credit Card Fraud Detection

Evolving Data Streams

Instructional Materials

Fraud Detection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi
SCARFF: A scalable framework for streaming credit card fraud detection with spark. Inf. Fusion 41 (2018)
Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi
SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark. CoRR (2017)
Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi
Credit card fraud detection and concept-drift adaptation with delayed supervised information. IJCNN (2015)
Andrea Dal Pozzolo, Olivier Caelen, Reid A. Johnson, Gianluca Bontempi
Calibrating Probability with Undersampling for Unbalanced Classification. SSCI (2015)
Andrea Dal Pozzolo, Olivier Caelen, Gianluca Bontempi
When is Undersampling Effective in Unbalanced Classification Tasks? ECML/PKDD (1) (2015)
Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi
Learned lessons in credit card fraud detection from a practitioner perspective. Expert Syst. Appl. 41 (10) (2014)
Andrea Dal Pozzolo, Reid A. Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla, Gianluca Bontempi
Using HDDT to avoid instances propagation in unbalanced and evolving data streams. IJCNN (2014)
Andrea Dal Pozzolo, Olivier Caelen, Serge Waterschoot, Gianluca Bontempi
Racing for Unbalanced Methods Selection. IDEAL (2013)