Concepedia
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Publications
7
Citations
2K
H-Index
Active since
2014
Affiliations
Université Libre de Bruxelles(Current)
Politecnico di Milano
University of Notre Dame
Médecins du Monde
Andrea Dal Pozzolo is an author at Université Libre de Bruxelles specializing in data mining, data science, and engineering.
Top concepts
Data MiningEngineeringData ScienceFraud DetectionComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionPredictive AnalyticsStatistics
Publications per year
2014–2017
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 · 582 citations · Full text
Fraud Detection, Artificial Intelligence, Engineering +16
Calibrating Probability with Undersampling for Unbalanced Classification
Andrea Dal Pozzolo, Olivier Caelen, R. A. Johnson et al. · 2015 · 526 citations
Unbalanced Classification, Data Classification, Classification Method +14
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 · 457 citations
Fraud Detection, Business, Consumer Fraud +3
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 · 225 citations · Full text
Fraud Detection, Cluster Computing, Engineering +10
Credit card fraud detection and concept-drift adaptation with delayed supervised information
Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen et al. · 2015 · 125 citations
Fraud Detection, Engineering, Machine Learning +17
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