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Learning from Data Streams

Processing Techniques in Sensor Networks

Paperback Engels 2010 9783642092855
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Processing data streams has raised new research challenges over the last few years. This 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. Applications in security, the natural sciences, and education are presented. The huge bibliography offers an excellent starting point for further reading and future research.

Specificaties

ISBN13:9783642092855
Taal:Engels
Bindwijze:paperback
Aantal pagina's:244
Uitgever:Springer Berlin Heidelberg
Druk:0

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Inhoudsopgave

Overview.- Sensor Networks: An Overview.- Data Stream Processing.- Data Stream Processing in Sensor Networks.- Data Stream Management Techniques in Sensor Networks.- Data Stream Management Systems and Architectures.- Querying of Sensor Data.- Aggregation and Summarization in Sensor Networks.- Sensory Data Monitoring.- Mining Sensor Network Data Streams.- Clustering Techniques in Sensor Networks.- Predictive Learning in Sensor Networks.- Tensor Analysis on Multi-aspect Streams.- Applications.- Knowledge Discovery from Sensor Data for Security Applications.- Knowledge Discovery from Sensor Data For Scientific Applications.- TinyOS Education with LEGO MINDSTORMS NXT.

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        Learning from Data Streams