Articoli correlati a Anomaly Detection - Methods, Complexities and Applications

Anomaly Detection - Methods, Complexities and Applications - Rilegato

 
9781836343592: Anomaly Detection - Methods, Complexities and Applications
Rilegato
ISBN 10: 1836343590 ISBN 13: 9781836343592
Casa editrice: IntechOpen, 2025

Sinossi

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.

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Editore
IntechOpen
Data di pubblicazione
2025
Lingua
Inglese
ISBN 10 
1836343590
ISBN 13 
9781836343592
Rilegatura
Copertina rigida
Numero di pagine
138
Redattore
Delgado-Prieto Miguel
Contatto del produttore
IN TECH d.o.o.
info@intechopen.com

Prolaz Marije Krucifikse Kozuli¿ 3
Rijeka
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Croazia