Managing and Mining Sensor Data

• Corporate Author: SpringerLink (Online service)
• Other Authors: Aggarwal, Charu C. (Editor)
• Format: Electronic
• Language: English
• Published: Boston, MA : Springer US : Imprint: Springer, 2013.
• Subjects: 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.; Information Systems Applications (incl. Internet).
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4614-6309-2

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...

Table of Contents:

• 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.