Artificial Intelligence for Insurance Fraud Detection: Predictive Models and Risk Analysis - Softcover

Joginipalli, Shravan Kumar

 
9786208430832: Artificial Intelligence for Insurance Fraud Detection: Predictive Models and Risk Analysis
Softcover
ISBN 10: 6208430836 ISBN 13: 9786208430832
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

Artificial Intelligence for Insurance Fraud Detection: Predictive Models and Risk Analysis explores the transformative role of AI in combating insurance fraud. Covering key topics such as risk management, data privacy, and compliance, the book provides an in-depth analysis of machine learning, deep learning, and anomaly detection techniques for fraud identification. It delves into ensemble and hybrid models, NLP for textual fraud detection, and Explainable AI (XAI) for transparent decision-making. Blockchain and smart contracts are also discussed as innovative fraud prevention tools. With real-world case studies and emerging trends, this book serves as a comprehensive guide for insurance professionals, data scientists, and AI researchers aiming to enhance fraud detection with cutting-edge technologies.

"synopsis" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
6208430836
ISBN 13 
9786208430832
Binding
Paperback
Number of pages
84