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Anomaly Detection - Methods, Complexities and Applications

By Miguel Delgado-Prieto

Anomaly Detection - Methods, Complexities and Applications

By Miguel Delgado-Prieto

0 - Default Title
Description
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 autöencoders 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.
Product details
Number of Pages:
138
Release Date:
2025-10-15
Publication Date:
2025-10-15
Publisher:
IntechOpen
Languages:
Original: English
ISBN10:
1836343590
ISBN13:
9781836343592
GPSR Manufacturer Reference:
[email protected]
Weight:
500 g
Height:
183 cm
Width:
260 cm
Thickness:
14 cm
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