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Advanced Techniques for Anomaly Detection: Beyond the Basics - Hardcover

 
9781032729305: Advanced Techniques for Anomaly Detection: Beyond the Basics

Inhaltsangabe

This book is a comprehensive guide that explores the latest developments in anomaly detection techniques across a range of fields, including cybersecurity, finance, image processing, sensor networks, social network analysis, health systems, and IoT systems. With 6 chapters covering various topics such as deep learning-based anomaly detection, feature selection and extraction techniques, ensemble methods, and evaluation metrics, this book offers a comprehensive understanding of advanced anomaly detection techniques and their applications in different fields. This book will be an excellent resource for researchers, practitioners, and students interested in anomaly detection and its applications in various domains.

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Über die Autorin bzw. den Autor

Abdul Wahid, PhD, Department of Computer Science and Engineering, Indian Institute of Information Technology, Dharwad, India.

Praveen Kumar Donta, PhD, Department of Computer and Systems Sciences, Stockholm, Sweden.

Von der hinteren Coverseite

The book will also summarize various protocols that work based on learning strategies and applied intelligence in the context of IoT environments.

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