Advanced Techniques for Anomaly Detection: Beyond the Basics
暫譯: 異常檢測的進階技術:超越基礎知識

Wahid, Abdul, Kumar Donta, Praveen

  • 出版商: CRC
  • 出版日期: 2025-05-08
  • 售價: $4,960
  • 貴賓價: 9.5$4,712
  • 語言: 英文
  • 頁數: 188
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032729309
  • ISBN-13: 9781032729305
  • 相關分類: 人工智慧Data-mining
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書是一本全面的指南,探討了各個領域中異常檢測技術的最新發展,包括網路安全、金融、影像處理、感測器網路、社交網路分析、健康系統和物聯網系統。全書共分為六章,涵蓋了多個主題,如基於深度學習的異常檢測、特徵選擇與提取技術、集成方法和評估指標。本書提供了對先進異常檢測技術及其在不同領域應用的全面理解。對於對異常檢測及其在各個領域應用感興趣的研究人員、實務工作者和學生來說,本書將是一本極好的資源。

作者簡介

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.

作者簡介(中文翻譯)

阿卜杜勒·瓦希德(Abdul Wahid),博士,印度達爾瓦德資訊科技學院(Indian Institute of Information Technology, Dharwad)計算機科學與工程系。
普拉維恩·庫馬爾·多塔(Praveen Kumar Donta),博士,瑞典斯德哥爾摩計算機與系統科學系。

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