João Gama,
Mohamed Medhat Gaber
Learning from Data Streams
Processing Techniques in Sensor Networks
Gebonden Engels 2007 2007e druk 9783540736783
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
ISBN13:9783540736783
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:244
Uitgever:Springer Berlin Heidelberg
Druk:2007
Hoofdrubriek:Databases, Computer en informatica
Lezersrecensies
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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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