Learning from data streams : Processing techniques in sensor networks
- Author
- João Gama, Mohamed Medhat Gaber
- Publication Year
- 2007
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Computer Science
- Download Book Read book
The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. The set of chapters covers the state-of-art in data stream mining approaches using clustering, predictive learning, and tensor analysis techniques, and applying them to applications in security, the natural sciences, and education.
Keywords: Computer science / LEGO Mindstorms / Mindstorms / Predictive Learning / Sensor Data / Sensor Networks / TinyOS / Architectures / Clustering / Information / Knowledge discovery / Learning / Memory / Monitor / Wireless sensor network / Wireless sensor networks
