Andrea Dal Pozzolo

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

Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 631 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Calibrating Probability with Undersampling for Unbalanced Classification

Andrea Dal Pozzolo, Olivier Caelen, R. A. Johnson et al. · 2015 · 606 citations

Computing, Computer Science, Machine Learning +16

Learned lessons in credit card fraud detection from a practitioner perspective

Andrea Dal Pozzolo, Olivier Caelen, Yann‐Aël Le Borgne et al. · Expert Systems with Applications · 2014 · 497 citations

Business, Accountancy, Finance +14

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

Fabrizio Carcillo, Andrea Dal Pozzolo, Yann‐Aël Le Borgne et al. · Information Fusion · 2017 · 246 citations · Full text

Computing, Business Analytics, Data Science +14

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

Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen et al. · 2015 · 129 citations

Computing, Computer Science, Data Mining +12