Anomaly Detection and Complex Event Processing Over Iot Data Streams: With Application to Ehealth and Patient Data Monitoring

ISBN-13: 9780128238189 / Angielski / Miękka / 2022 / 406 str.

Patrick Schneider; Fatos Xhafa

Spis treści

Part I - Fundamental concepts, models and methods
1. IoT data streams: concepts and models
2. Data stream processing: models and methods
3. Anomaly detection
4. Complex event processing
5. Rule-based decision support systems for e-health

Part II - Architectures and technological solutions
6. State of the art in technological solutions for e-health
7. IoT, edge, cloud architecture and communication protocols
8. Machine learning
9. Anomaly detection, classification and complex event processing

Part III - Case study: scalable IoT data processing and reasoning ecosystem in the field of health
10. Conceptual design: architecture
11. Technical design: data processing
12. Working procedure and analysis for an ECG dataset
13. Ethics, emerging research trends, issues and challenges