Cover: Neural Network-Based Deep Learning for Online Payment Fraud Detection (E-Book) von Yu Xie
NEU
Yu Xie

Teil der Reihe: Business and Management (R0)

Neural Network-Based Deep Learning for Online Payment Fraud Detection

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Inhaltsangabe

Introduction.- Foundations of Online Fraud Detection and Deep Learning Models.- Learning Fraud Sensitive Transactional Representations via Attention and Temporal Modeling.- Extending Behavioral Modeling with Spatial Temporal Learning.- Addressing Class Imbalance through Time-Aware Generative Sample Enrichment.- Reducing Behavioral Overlap via Hybrid Sampling and Distribution Refinement.- Hierarchical Gated Networks for Deep Transactional Feature Learning.- Capturing Transactional Drift via Current Historical Behavior Interaction.- Graph Neural Network for Online Payment Fraud Detection.- Spatial-Temporal-Aware Graph Transformer for Online Payment Fraud Detection.

Produktdetails
  • Erscheinungsdatum: 15.05.2026
  • Autor/Autorin: Yu Xie,Yue Tian,Jiamin Yao,Guanjun Liu
  • Reihe: Business and Management (R0)
  • Format: E-Book
  • Dateiformat: PDF
  • Kopierschutz: Wasserzeichen
  • Dateigröße: 8.6 MB
  • Verlag: SPRINGER
  • Sprache: Englisch
  • Umfang: 185 Seiten
  • ISBN: 9789819585137
  • Lieferung: Sofort per Download
  • Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
  • Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.
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