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Managing and mining sensor data

Author: Charu C Aggarwal
Publisher: New York : Springer, ©2013.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Charu C Aggarwal
ISBN: 9781461463092 1461463092 1489992383 9781489992383
OCLC Number: 826121382
Language Note: English.
Description: 1 online resource
Contents: An Introduction to Sensor Data Analytics / Charu C. Aggarwal --
A Survey of Model-based Sensor Data Acquisition and Management / Saket Sathe, Thanasis G. Papaioannou, Hoyoung Jeung --
Query Processing in Wireless Sensor Networks / Lixin Wang, Lei Chen, Dimitris Papadias --
Event Processing in Sensor Streams / Fusheng Wang, Chunjie Zhou, Yanming Nie --
Dimensionality Reduction and Filtering on Time Series Sensor Streams / Spiros Papadimitriou, Jimeng Sun, Christos Faloutos --
Mining Sensor Data Streams / Charu C. Aggarwal --
Real-Time Data Analytics in Sensor Networks / Themis Palpanas --
Distributed Data Mining in Sensor Networks / Kanishka Bhaduri, Marco Stolpe --
Social Sensing / Charu C. Aggarwal, Tarek Abdelzaher --
Sensing for Mobile Objects / Nicholas D. Larusso, Ambuj K. Singh --
A Survey of RFID Data Processing / Charu C. Aggarwal, Jiawei Han --
The Internet of Things: A Survey from the Data-Centric Perspective / Charu C. Aggarwal, Naveen Ashish, Amit Sheth --
A Survey of Datamining Methods for Sensor Network Bug Diagnosis / Tarek Abdelzaher, Jiawei Han --
Mining of Sensor Data in Healthcare: A Survey / Daby Sow, Deepak S. Turaga, Michael Schmidt --
Earth Science Applications of Sensor Data / Anuj Karpatne, James Faghmous, Jaya Kawale, Luke Styles.
Responsibility: Charu C. Aggarwal, editor.

Abstract:

Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. The human-centric aspect of sensor data has created tremendous opportunities  Read more...

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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 Read more...

 
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