Fraud Analytics in Action
Abdelrahim Al Aqqad ()
in Springer Books from Springer
Date: 2026
ISBN: 978-3-032-16023-2
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Chapters in this book:
- Ch Chapter 1 Understanding Fraud: Numbers, Definitions, and the Fraud Triangle
- Abdelrahim Al Aqqad
- Ch Chapter 10 Data Preparation for Fraud Analytics: Lab Projects
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- Ch Chapter 11 Unsupervised Learning Techniques
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- Ch Chapter 12 Clustering for Fraud Detection
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- Ch Chapter 13 Regression in Fraud Detection
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- Ch Chapter 14 Classification Techniques in Supervised Learning
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- Ch Chapter 15 Fraud Detection Excellence—A Deep Exploration of Model Metrics, Optimization, and Governance
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- Ch Chapter 16 Knowledge Assessment Lab
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- Ch Chapter 17 Fraud and Social Network Analysis
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- Ch Chapter 18 Social Network Analysis Practical Examples
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- Ch Chapter 19 Fraudulent Patterns: Unveiling Deception Through Text Analysis and Topic Modeling
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- Ch Chapter 2 Different Types of Fraud and Their Impact
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- Ch Chapter 3 Fraud Analytics and Its Importance
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- Ch Chapter 4 The Fraud Management Cycle with Key Components of Fraud Analytics
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- Ch Chapter 5 Techniques and Approaches in Fraud Analytics
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- Ch Chapter 6 Data Preparation Techniques
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- Ch Chapter 7 Feature Engineering
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- Ch Chapter 8 Advanced Feature Engineering Techniques for Fraud Analytics
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- Ch Chapter 9 Handling Imbalanced Data Sets
- Abdelrahim Al Aqqad
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprbok:978-3-032-16023-2
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DOI: 10.1007/978-3-032-16023-2
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