Managing and Mining Sensor Data

Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and  have even been integrated into day-to-day devices of use, such as mobile phones. This has lead to a much l...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Aggarwal, Charu C. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Temas:
Data mining.
Database management.
Information storage and retrieval systems.
Computer networks .
Application software.
Data Mining and Knowledge Discovery.
Database Management.
Information Storage and Retrieval.
Computer Communication Networks.
Computer and Information Systems Applications.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Introduction to Sensor Data Analytics
  • A Survey of Model-based Sensor Data Acquisition and Management
  • Query Processing in Wireless Sensor Networks
  • Event Processing in Sensor Streams
  • Dimensionality Reduction and Filtering on Time Series Sensor Streams
  • Mining Sensor Data Streams
  • Real-Time Data Analytics in Sensor Networks
  • Distributed Data Mining in Sensor Networks
  • Social Sensing
  • Sensing for Mobile Objects
  • A Survey of RFID Data Processing
  • The Internet of Things: A Survey from the Data-Centric Perspective
  • Data Mining for Sensor Bug Diagnosis
  • Mining of Sensor Data in Healthcare: A Survey
  • Earth Science Applications of Sensor Data.

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