~590K transactions, ~400 columns, Dataset link
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[ ] Credit Card Fraud Detection Based on Machine and Deep Learning, 2020
[ ] Credit Card Fraud Detection Using Lightgbm Model 2020
[ ] An Optimized LightGBM Model for Fraud Detection 2020
[ ] Customer Transaction Fraud Detection Using Xgboost Model 2020
[ ] Credit Card Fraud Detection Based on Deep Neural Network Approach 2021
[ ] Intelligent Transaction System for Fraud Detection using Deep Learning Networks 2021
[ ] A StackNet Based Model for Fraud Detection 2021
[ ] Explainable Machine Learning for Fraud Detection 2021
[ ] Financial Fraud Detection with Improved Neural Arithmetic Logic Units 2020
[ ] Influence of Optimizing XGBoost to handle Class Imbalance in Credit Card Fraud Detection 2020
[ ] Interpretable Meta-Measure for Model Performance 2020
[ ] Comparing ROC Curve based Thresholding Methods in Online Transactions Fraud Detection System using Deep Learning 2021
[ ] EPP: interpretable score of model predictive power 2019
[ ] Efficient Fraud Detection Classification: Class Imbalance and Attribute Correlations 2020
[ ] Adversarial Attacks for Tabular Data: Application to Fraud Detection and Imbalanced Data 2021
[ ] Homomorphic SVM Inference for Fraud Detection 2021
[ ] Label noise injection methods for model robustness assessment in fraud detection datasets 2021
[ ] Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning 2021
[ ] Detecting credit card fraud An analysis of fraud detection techniques2020
[ ] Non-Parametric Stochastic Sequential Assignment With Random Arrival Times 2021
[ ] TEDD: Robust Detection of Unstable Temporal Features 2020
[ ] LiteMORT: A memory efficient gradient boosting tree system on adaptive compact distributions 2020
[ ] C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams 2020
[ ] Fraudulent Transactions Detection in Credit Card by using Data Mining Methods: A Review 2021
~285K transactions, 31 columns, Dataset link