Neural Network-Based Deep Learning for Online Payment Fraud Detection
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Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-981-95-8513-7
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Book Chapters
The following chapters of this book are listed in IDEAS- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Introduction," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 1, pages 1-11, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Foundations of Online Payment Fraud Detection and Deep Learning Models," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 2, pages 13-32, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Addressing Class Imbalance Through Time-Aware Generative Data Augmentation," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 3, pages 33-51, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "A Hybrid Sampling and Distribution Refinement Method for Reducing Behavioral Overlap," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 4, pages 53-76, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Learning Fraud-Sensitive Transactional Representations via Attention and Temporal Modeling," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 5, pages 77-95, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Extending Representation Learning with Spatial-Temporal Modeling," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 6, pages 97-114, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Hierarchical Gated Networks for Deep Transactional Representation Learning," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 7, pages 115-133, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Capturing Transactional Behavioral Drift via Current-Historical Behavior Interaction," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 8, pages 135-150, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Graph Neural Network for Online Payment Fraud Detection," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 9, pages 151-168, Springer.
- Yu Xie & Yue Tian & Jiamin Yao & Guanjun Liu, 2026. "Spatial-Temporal-Aware Graph Transformer for Online Payment Fraud Detection," Springer Books, in: Neural Network-Based Deep Learning for Online Payment Fraud Detection, chapter 10, pages 169-185, Springer.
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