Download the fantastic book titled Anomaly Detection and Complex Event Processing Over IoT Data Streams written by Patrick Schneider, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Anomaly Detection and Complex Event Processing Over IoT Data Streams", which was released on 07 January 2022. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Anomaly Detection and Complex Event Processing Over IoT Data Streams by Patrick Schneider PDF
Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams and the anomaly detection algorithms over them. The book brings new advances and generalized techniques for processing IoT data streams, semantic data enrichment with contextual information at Edge, Fog and Cloud as well as complex event processing in IoT applications. The book comprises fundamental models, concepts and algorithms, architectures and technological solutions as well as their application to eHealth. Case studies, such as the bio-metric signals stream processing are presented –the massive amount of raw ECG signals from the sensors are processed dynamically across the data pipeline and classified with modern machine learning approaches including the Hierarchical Temporal Memory and Deep Learning algorithms. The book discusses adaptive solutions to IoT stream processing that can be extended to different use cases from different fields of eHealth, to enable a complex analysis of patient data in a historical, predictive and even prescriptive application scenarios. The book ends with a discussion on ethics, emerging research trends, issues and challenges of IoT data stream processing. Provides the state-of-the-art in IoT Data Stream Processing, Semantic Data Enrichment, Reasoning and Knowledge Covers extraction (Anomaly Detection) Illustrates new, scalable and reliable processing techniques based on IoT stream technologies Offers applications to new, real-time anomaly detection scenarios in the health domain
Detail About Anomaly Detection and Complex Event Processing Over IoT Data Streams PDF
- Author : Patrick Schneider
- Publisher : Academic Press
- Genre : Computers
- Total Pages : 408 pages
- ISBN : 0128238194
- Release Date : 07 January 2022
- PDF File Size : 44,6 Mb
- Language : English
- Rating : 4/5 from 21 reviews
Clicking on the GET BOOK button will initiate the downloading process of Anomaly Detection and Complex Event Processing Over IoT Data Streams by Patrick Schneider. This book is available in ePub and PDF format with a single click unlimited downloads.