Concepedia
Statistics
Publications
19
Citations
3.8K
H-Index
16
Active since
2014
Affiliations
Université Libre de Bruxelles(Current)
Institut National des Sciences Appliquées de Lyon
University of Passau
Médecins du Monde
Atos (France)
Olivier Caelen is an author at Université Libre de Bruxelles specializing in engineering, data mining, and data science.
Top concepts
Data MiningEngineeringData ScienceFraud DetectionComputer ScienceMachine LearningBusinessKnowledge DiscoveryPattern RecognitionPredictive Analytics
Publications per year
2014–2024
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
Sequence classification for credit-card fraud detection
Johannes Jurgovsky, Michael Granitzer, Konstantin Ziegler et al. · Expert Systems with Applications · 2018 · 436 citations
Fraud Detection, Classification Method, Engineering +9
Combining unsupervised and supervised learning in credit card fraud detection
Fabrizio Carcillo, Yann‐Aël Le Borgne, Olivier Caelen et al. · Information Sciences · 2019 · 425 citations · Full text
Fraud Detection, Classification Method, Engineering +11
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