TY  - BOOK
AU  - Aggarwal,Charu C.
ED  - SpringerLink (Online service)
TI  - Managing and Mining Sensor Data
SN  - 9781461463092
AV  - QA76.9.D343 
U1  - 006.312 23
PY  - 2013///
CY  - Boston, MA
PB  - Springer US, Imprint: Springer
KW  - Computer science
KW  - Computer communication systems
KW  - Database management
KW  - Data mining
KW  - Information storage and retrieval
KW  - Computer Science
KW  - Data Mining and Knowledge Discovery
KW  - Database Management
KW  - Information Storage and Retrieval
KW  - Computer Communication Networks
KW  - Information Systems Applications (incl. Internet)
N1  - 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
N2  - 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. 
UR  - http://dx.doi.org/10.1007/978-1-4614-6309-2
ER  -