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Fraud Analytics in Action
Author
Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-032-16023-2
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Book Chapters
The following chapters of this book are listed in IDEAS- Abdelrahim Al Aqqad, 2026. "Understanding Fraud: Numbers, Definitions, and the Fraud Triangle," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 3-14, Springer.
- Abdelrahim Al Aqqad, 2026. "Different Types of Fraud and Their Impact," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 15-36, Springer.
- Abdelrahim AL Aqqad, 2026. "Fraud Analytics and Its Importance," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 37-45, Springer.
- Abdelrahim Aqqad, 2026. "The Fraud Management Cycle with Key Components of Fraud Analytics," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 47-61, Springer.
- Abdelrahim Al Aqqad, 2026. "Techniques and Approaches in Fraud Analytics," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 63-109, Springer.
- Abdelrahim Al Aqqad, 2026. "Data Preparation Techniques," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 113-140, Springer.
- Abdelrahim Al Aqqad, 2026. "Feature Engineering," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 141-171, Springer.
- Abdelrahim Al Aqqad, 2026. "Advanced Feature Engineering Techniques for Fraud Analytics," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 173-200, Springer.
- Abdelrahim Al Aqqad, 2026. "Handling Imbalanced Data Sets," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 201-232, Springer.
- Abdelrahim Al Aqqad, 2026. "Data Preparation for Fraud Analytics: Lab Projects," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 233-237, Springer.
- Abdelrahim Al Aqqad, 2026. "Unsupervised Learning Techniques," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 241-270, Springer.
- Abdelrahim Al Aqqad, 2026. "Clustering for Fraud Detection," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 271-311, Springer.
- Abdelrahim Al Aqqad, 2026. "Regression in Fraud Detection," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 315-334, Springer.
- Abdelrahim Aqqad, 2026. "Classification Techniques in Supervised Learning," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 335-369, Springer.
- Abdelrahim Aqqad, 2026. "Fraud Detection Excellence—A Deep Exploration of Model Metrics, Optimization, and Governance," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 371-410, Springer.
- Abdelrahim Al Aqqad, 2026. "Knowledge Assessment Lab," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 411-418, Springer.
- Abdelrahim Al Aqqad, 2026. "Fraud and Social Network Analysis," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 421-441, Springer.
- Abdelrahim Al Aqqad, 2026. "Social Network Analysis Practical Examples," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 443-456, Springer.
- Abdelrahim Al Aqqad, 2026. "Fraudulent Patterns: Unveiling Deception Through Text Analysis and Topic Modeling," Springer Books, in: Fraud Analytics in Action, chapter 0, pages 459-490, Springer.
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