Managing and Mining Sensor Data

Editors: Aggarwal, Charu C. (Ed.)

  • Structured as a set of survey chapters, the book provides easy access to the material from a vast area in one place
  • Cross-disciplinary approach with topics related to both data-centric and sensor-centric aspects
  • Topics include: Stream Management Systems, Event Processing in Sensor Streams, Multimedia Sensor Mining, Social Sensing, Sensing for Mobile Objects
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eBook $109.00
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  • ISBN 978-1-4614-6309-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4614-6308-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4899-9238-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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 larger scale of applicability and mining of sensor data sets. The human-centric aspect of sensor data has created tremendous opportunities in integrating social aspects of sensor data collection into the mining process. 

Managing and Mining Sensor Data is a contributed volume by prominent leaders in this field, targeting advanced-level students in computer science as a secondary text book or reference. Practitioners and researchers working in this field will also find this book useful. 

Reviews

From the reviews:

“In this excellent book, editor Charu C. Aggarwal offers a comprehensive overview of the management and mining of sensor data. The book succeeds in delivering a good balance of breadth versus depth, making it useful for graduate students, researchers, and practitioners … . this book serves as a compact yet authoritative compendium of methods for sensor data collection and mining, with a good balance between theory and practice. I definitely recommend it to anyone who has an interest in sensor network applications.” (Alessandro Berni, Computing Reviews, August, 2013)

Table of contents (15 chapters)

  • An Introduction to Sensor Data Analytics

    Aggarwal, Charu C.

    Pages 1-8

  • A Survey of Model-based Sensor Data Acquisition and Management

    Sathe, Saket (et al.)

    Pages 9-50

  • Query Processing in Wireless Sensor Networks

    Wang, Lixin (et al.)

    Pages 51-76

  • Event Processing in Sensor Streams

    Wang, Fusheng (et al.)

    Pages 77-102

  • Dimensionality Reduction and Filtering on Time Series Sensor Streams

    Papadimitriou, Spiros (et al.)

    Pages 103-141

Buy this book

eBook $109.00
price for USA
  • ISBN 978-1-4614-6309-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4614-6308-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4899-9238-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Managing and Mining Sensor Data
Editors
  • Charu C. Aggarwal
Copyright
2013
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-6309-2
DOI
10.1007/978-1-4614-6309-2
Hardcover ISBN
978-1-4614-6308-5
Softcover ISBN
978-1-4899-9238-3
Edition Number
1
Number of Pages
XIV, 534
Topics