krzysiek131
's Collections
Fraud detection modeling using transformer
updated
Tabular Transformers for Modeling Multivariate Time Series
Paper
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2011.01843
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Published
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2
AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly
Detection using Data Degradation Scheme
Paper
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2305.04468
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Published
Realistic Synthetic Financial Transactions for Anti-Money Laundering
Models
Paper
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2306.16424
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Published
Challenges and Complexities in Machine Learning based Credit Card Fraud
Detection
Paper
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2208.10943
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Published
SAINT: Improved Neural Networks for Tabular Data via Row Attention and
Contrastive Pre-Training
Paper
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2106.01342
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Published
Revisiting Deep Learning Models for Tabular Data
Paper
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2106.11959
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Published
Financial Fraud Detection: A Comparative Study of Quantum Machine
Learning Models
Paper
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2308.05237
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Published
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1
LightRAG: Simple and Fast Retrieval-Augmented Generation
Paper
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2410.05779
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Published
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24
Combating Financial Crimes with Unsupervised Learning Techniques:
Clustering and Dimensionality Reduction for Anti-Money Laundering
Paper
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2403.00777
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Published
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional
Networks for Financial Forensics
Paper
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1908.02591
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Published
Scalable Graph Learning for Anti-Money Laundering: A First Look
Paper
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1812.00076
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Published
Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering
Detection in Bitcoin
Paper
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2203.10465
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Published
Explainable Deep Behavioral Sequence Clustering for Transaction Fraud
Detection
Paper
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2101.04285
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Published
Semi-Supervised Bayesian GANs with Log-Signatures for Uncertainty-Aware
Credit Card Fraud Detection
Paper
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2509.00931
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Published
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1
Empirical study of Machine Learning Classifier Evaluation Metrics
behavior in Massively Imbalanced and Noisy data
Paper
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2208.11904
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Published
Credit card fraud detection - Classifier selection strategy
Paper
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2208.11900
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Published
Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and
Tabnet with SMOTEENN
Paper
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2408.03497
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Published
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1