Managing and Mining Sensor Data

  • Charu C. Aggarwal

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Charu C. Aggarwal
    Pages 1-8
  3. Saket Sathe, Thanasis G. Papaioannou, Hoyoung Jeung, Karl Aberer
    Pages 9-50
  4. Lixin Wang, Lei Chen, Dimitris Papadias
    Pages 51-76
  5. Fusheng Wang, Chunjie Zhou, Yanming Nie
    Pages 77-102
  6. Spiros Papadimitriou, Jimeng Sun, Christos Faloutos, Philip S. Yu
    Pages 103-141
  7. Charu C. Aggarwal
    Pages 143-171
  8. Themis Palpanas
    Pages 173-210
  9. Kanishka Bhaduri, Marco Stolpe
    Pages 211-236
  10. Charu C. Aggarwal, Tarek Abdelzaher
    Pages 237-297
  11. Nicholas D. Larusso, Ambuj K. Singh
    Pages 299-348
  12. Charu C. Aggarwal, Jiawei Han
    Pages 349-382
  13. Charu C. Aggarwal, Naveen Ashish, Amit Sheth
    Pages 383-428
  14. Tarek Abdelzaher, Jiawei Han
    Pages 429-458
  15. Daby Sow, Deepak S. Turaga, Michael Schmidt
    Pages 459-504
  16. Anuj Karpatne, James Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal et al.
    Pages 505-530
  17. Back Matter
    Pages 531-534

About this book

Introduction

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. 

Keywords

Data Mining Data Streams Sensor Networks Sensor Streams Stream Management

Editors and affiliations

  • Charu C. Aggarwal
    • 1
  1. 1.IBM T.J. Watson Research CenterYorktown HeightsUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4614-6309-2
  • Copyright Information Springer Science+Business Media New York 2013
  • Publisher Name Springer, Boston, MA
  • eBook Packages Computer Science
  • Print ISBN 978-1-4614-6308-5
  • Online ISBN 978-1-4614-6309-2
  • About this book
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