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WAIM
2007
Springer
13 years 11 months ago
Distributed, Hierarchical Clustering and Summarization in Sensor Networks
We propose DHCS, a method of distributed, hierarchical clustering and summarization for online data analysis and mining in sensor networks. Different from the acquisition and aggre...
Xiuli Ma, Shuangfeng Li, Qiong Luo, Dongqing Yang,...
EMNETS
2007
13 years 8 months ago
Software-based on-line energy estimation for sensor nodes
Energy is of primary importance in wireless sensor networks. By being able to estimate the energy consumption of the sensor nodes, applications and routing protocols are able to m...
Adam Dunkels, Fredrik Österlind, Nicolas Tsif...
SIGMOD
2004
ACM
209views Database» more  SIGMOD 2004»
14 years 5 months ago
MAIDS: Mining Alarming Incidents from Data Streams
Real-time surveillance systems, network and telecommunication systems, and other dynamic processes often generate tremendous (potentially infinite) volume of stream data. Effectiv...
Y. Dora Cai, David Clutter, Greg Pape, Jiawei Han,...
DMSN
2010
ACM
13 years 6 months ago
DEMS: a data mining based technique to handle missing data in mobile sensor network applications
In Mobile Sensor Network (MSN) applications, sensors move to increase the area of coverage and/or to compensate for the failure of other sensors. In such applications, loss or cor...
Le Gruenwald, Md. Shiblee Sadik, Rahul Shukla, Han...
ICDE
2005
IEEE
111views Database» more  ICDE 2005»
14 years 6 months ago
Online Latent Variable Detection in Sensor Networks
Sensor networks attract increasing interest, for a broad range of applications. Given a sensor network, one key issue becomes how to utilize it efficiently and effectively. In par...
Jimeng Sun, Spiros Papadimitriou, Christos Falouts...