LEADER 03023nam 2200553 a 450 001 9910739441203321 005 20200520144314.0 010 $a1-299-19741-8 010 $a1-4614-6309-2 024 7 $a10.1007/978-1-4614-6309-2 035 $a(OCoLC)826121382 035 $a(MiFhGG)GVRL6VKL 035 $a(CKB)2670000000326700 035 $a(MiAaPQ)EBC1106319 035 $a(EXLCZ)992670000000326700 100 $a20130204d2013 uy 0 101 0 $aeng 135 $aurun|---uuuua 181 $ctxt 182 $cc 183 $acr 200 00$aManaging and mining sensor data /$fCharu C. Aggarwal, editor 205 $a1st ed. 2013. 210 $aNew York $cSpringer$d2013 215 $a1 online resource (xiv, 534 pages) $cillustrations (some color) 225 0 $aGale eBooks 300 $aDescription based upon print version of record. 311 $a1-4899-9238-3 311 $a1-4614-6308-4 320 $aIncludes bibliographical references and index. 327 $aAn 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. 330 $aAdvances 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. . 606 $aSensor networks 606 $aData mining 606 $aInformation retrieval 606 $aComputer storage devices 615 0$aSensor networks. 615 0$aData mining. 615 0$aInformation retrieval. 615 0$aComputer storage devices. 676 $a005.8 701 $aAggarwal$b Charu C$0518673 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910739441203321 996 $aManaging and mining sensor data$94188423 997 $aUNINA