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Managing and Mining Sensor Data

by Aggarwal, Charu C.
Authors: SpringerLink (Online service) Physical details: XIV, 534 p. 66 illus., 43 illus. in color. online resource. ISBN: 1461463092 Subject(s): Computer science. | Computer Communication Networks. | Database management. | Data mining. | Information storage and retrieval systems. | Computer Science. | Data Mining and Knowledge Discovery. | Database Management. | Information Storage and Retrieval. | Computer Communication Networks. | Information Systems Applications (incl. Internet).
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E-Book E-Book AUM Main Library 006.312 (Browse Shelf) Not for loan

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.

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. 

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