/LC.GIF&client=easterncarolinaedu)
Managing and mining sensor data / Charu C. Aggarwal, editor.
| Other author | Aggarwal, Charu C. |
| Format | Electronic |
| Publication Info | New York : Springer, [2013] |
| Description | xiv, 534 pages : illustrations (some color) ; 24 cm |
| Supplemental Content | Full text available from Springer Books |
| Supplemental Content | Full text available from Springer Nature - Springer Computer Science eBooks 2013 English International |
| Subjects |
| 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. |
| Abstract | 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.-- Source other than Library of Congress. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2012956190 |
| ISBN | 9781461463085 (alk. paper) |
| ISBN | 1461463084 (alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |