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

Joginipalli, Shravan Kumar

Softcover

ISBN 10: 6208430836 ISBN 13: 9786208430832

Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Shravan Kumar Joginipalli é um líder tecnológico visionário que impulsiona a inovação da IA na InsurTech. Membro sénior do IEEE e consultor do sector, revolucionou o processamento de sinistros durante catástrofes, garantindo pagamentos mais rápidos e baseados em dados. Como mentor, pesquisador e juiz global, ele é pioneiro em soluções de risco orientadas por IA, moldando o futuro da tecnologia de seguros

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 6208430836
• ISBN 13: 9786208430832
• Einband: Taschenbuch
• Anzahl der Seiten: 84
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: JustFiction Edition; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland