Advanced Techniques for Anomaly Detection-finelybook

Advanced Techniques for Anomaly Detection

Author: Abdul Wahid (Editor), Praveen Kumar Donta (Editor)

Publisher finelybook 出版社:‏ ‎ CRC Press

Edition 版本:‏ 1st edition

Publication Date 出版日期:‏ 2025-05-09

Language 语言: English

Print Length 页数: 194 pages

ISBN-10: 1032729309

ISBN-13: 9781032729305

Book Description

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.

About the Author

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.

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Advanced Techniques for Anomaly Detection