An edition of Managing and Mining Sensor Data (2013)

Managing and Mining Sensor Data

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Cover of: Managing and Mining Sensor Data by Charu C. Aggarwal, Charu C. Aggarwal
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Last edited by ImportBot
March 28, 2025 | History
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An edition of Managing and Mining Sensor Data (2013)

Managing and Mining Sensor Data

by

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.

Publish Date
Publisher
Springer US, Imprint: Springer
Language
English
Pages
534

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Subjects

Data Mining and Knowledge Discovery, Database management, Information storage and retrieval systems, Information organization, Information retrieval, Computer Communication Networks, Information Systems Applications (incl. Internet), Computer science, Data mining, Multisensor data fusion, Sensor networks
Edition Availability
Cover of: Managing and Mining Sensor Data
Managing and Mining Sensor Data
Jun 26, 2015, Springer
paperback
Cover of: Managing and Mining Sensor Data
Managing and Mining Sensor Data
Jan 15, 2013, Springer
paperback
Cover of: Managing and Mining Sensor Data
Managing and Mining Sensor Data
2013, Springer US, Imprint: Springer
electronic resource / in English
Cover of: Managing and Mining Sensor Data
Managing and Mining Sensor Data
2013, Springer
in English

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Book Details

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.

Edition Notes

Published in
Boston, MA

Classifications

Dewey Decimal Class
006.312
Library of Congress
QA76.9.D343, QA76.9.D343 M359 2013, QA75.5-76.95

The Physical Object

Format
[electronic resource] /
Pagination
XIV, 534 p. 66 illus., 43 illus. in color.
Number of pages
534

Edition Identifiers

Open Library
OL27072510M
ISBN 13
9781461463092
LCCN
2012956190

Work Identifiers

Work ID
OL19885481W

Source records

Internet Archive item record
Library of Congress MARC record
Better World Books record
harvard_bibliographic_metadata record

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Download catalog record: RDF / JSON / OPDS | Wikipedia citation
March 28, 2025 Edited by ImportBot Redacting ocaids
September 12, 2024 Edited by MARC Bot import existing book
November 2, 2021 Edited by ImportBot import existing book
November 13, 2020 Edited by MARC Bot import existing book
July 5, 2019 Created by MARC Bot Imported from Internet Archive item record