Andrea Dal Pozzolo

According to our database, Andrea Dal Pozzolo authored at least 8 papers between 2013 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy.

Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi

IEEE Trans. Neural Networks Learn. Syst., 2018

SCARFF: A scalable framework for streaming credit card fraud detection with spark.

Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi

Inf. Fusion, 2018

2015

Calibrating Probability with Undersampling for Unbalanced Classification.

Andrea Dal Pozzolo, Olivier Caelen, Reid A. Johnson, Gianluca Bontempi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

When is Undersampling Effective in Unbalanced Classification Tasks?

Andrea Dal Pozzolo, Olivier Caelen, Gianluca Bontempi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Credit card fraud detection and concept-drift adaptation with delayed supervised information.

Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Learned lessons in credit card fraud detection from a practitioner perspective.

Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi

Expert Syst. Appl., 2014

Using HDDT to avoid instances propagation in unbalanced and evolving data streams.

Andrea Dal Pozzolo, Reid A. Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla, Gianluca Bontempi

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Racing for Unbalanced Methods Selection.

Andrea Dal Pozzolo, Olivier Caelen, Serge Waterschoot, Gianluca Bontempi

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013