Knowledge discovery from sensor data [electronic resource] : second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008 : revised selected papers / Mohamed Medhat Gaber [and others], (eds.)
This book contains thoroughly refereed extended papers from the Second International Workshop on Knowledge Discovery from Sensor Data, Sensor-KDD 2008, held in Las Vegas, NV, USA, in August 2008. The 12 revised papers presented together with an invited paper were carefully reviewed and selected from...
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| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
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Berlin ; New York :
Springer,
©2010.
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| Series: | Lecture notes in computer science ;
5840. LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI. |
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Table of Contents:
- Data mining for diagnostic debugging in sensor networks : preliminary evidence and lessons learned / Tarek Abdelzaher, Mohammad Khan, Hieu Le, Hossein Ahmadi, and Jiawei Han
- Monitoring incremental histogram distribution for change detection in data streams / Raquel Sebastião, João Gama, Pedro Pereira Rodrigues, and João Bernardes
- Situation-aware adaptive visualization for sensory data stream mining / Pari Delir Haghighi, Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, and Arkady Zaslavsky
- Unsupervised plan detection with factor graphs / George B. Davis, Jamie Olson, and Kathleen M. Carley
- WiFi Miner : an online apriori-infrequent based wireless intrusion system / Ahmedur Rahman, C.I. Ezeife, and A.K. Aggarwal
- Probabilistic analysis of a large-scale urban traffic sensor data set / Jon Hutchins, Alexander Ihler, and Padhraic Smyth
- Spatio-temporal outlier detection in precipitation data / Elizabeth Wu, Wei Liu, and Sanjay Chawla
- Large-scale inference of network-service disruption upon natural disasters / Supaporn Erjongmanee, Chuanyi Ji, Jere Stokely, and Neale Hightower
- An adaptive sensor mining framework for pervasive computing applications / Parisa Rashidi and Diane J. Cook
- A simple dense pixel visualization for mobile sensor data mining / Pedro Pereira Rodrigues and João Gama
- Incremental anomaly detection approach for characterizing unusual profiles / Yi Fang, Olufemi A. Omitaomu, and Auroop R. Ganguly
- Spatiotemporal neighborhood discovery for sensor data / Michael P. McGuire, Vandana P. Janeja, and Aryya Gangopadhyay.