Anomaly Detection

Author: Miguel Delgado-Prieto

Paperback Price: $49.00

Paperback ISBN: 978-93-7391-470-1

eBook Price: $98.00

eBook ISBN: 978-93-7391-906-5

Publishing Year: 2026

Edition: 1

Categories: Engineering mathematics technology, Science

Description: Anomalies are early whispers of malfunction, intrusion, or even discovery. Anomaly Detection Book 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.