Managing and Mining Sensor Data

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Aggarwal, Charu C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2013.
• Θέματα: Computer science.; Computer communication systems.; Database management.; Data mining.; Information storage and retrieval.; Computer Science.; Data Mining and Knowledge Discovery.; Database Management.; Information Storage and Retrieval.; Computer Communication Networks.; Information Systems Applications (incl. Internet).

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...

Πίνακας περιεχομένων:

• 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.