Anomaly Detection - Methods, Complexities and Applications - Couverture rigide

Couverture rigide

ISBN 10 : 1836343590 ISBN 13 : 9781836343592

Editeur : IntechOpen, 2025

Synopsis

Anomalies are early whispers of malfunction, intrusion, or even discovery. Anomaly Detection - Methods, Complexities, and Applications offers a concise, practice-oriented guide to turning those whispers into actionable insights. Blending attention‑enhanced supervision, ensemble learning, and variational auto‑encoders with sector‑specific experience from smart manufacturing, renewable‑rich power grids, secure e‑commerce platforms, and astrophysical observatories, the volume gives readers a panoramic view of data pre‑processing, imbalance handling, explainability, edge deployment, and real‑time analytics. By uniting algorithmic rigor with implementation detail, the book equips engineers, researchers, and graduate students to design resilient monitoring systems, reduce operational risk, and unlock new knowledge from large, noisy datasets.

Détails de l'édition

• Éditeur: IntechOpen
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 1836343590
• ISBN 13: 9781836343592
• Reliure: Relié
• Nombre de pages: 138
• Éditeur: Delgado-Prieto Miguel
• Coordonnées du fabricant: IN TECH d.o.o.; info@intechopen.com; ; Prolaz Marije Krucifikse Kozuli¿ 3; Rijeka; 51000; Croatie