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119
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TMC
2008
83views more  TMC 2008»
15 years 3 months ago
A Swarm-Intelligence-Based Protocol for Data Acquisition in Networks with Mobile Sinks
This paper addresses the problem of data acquisition in ad hoc and sensor networks with mobile sinks and proposes a protocol based on swarm intelligence, SIMPLE, to route data in s...
Hua Yang, Fengji Ye, Biplab Sikdar
VLDB
2002
ACM
135views Database» more  VLDB 2002»
15 years 3 months ago
Monitoring Streams - A New Class of Data Management Applications
This paper introduces monitoring applications, which we will show differ substantially from conventional business data processing. The fact that a software system must process and...
Donald Carney, Ugur Çetintemel, Mitch Chern...
139
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ICASSP
2011
IEEE
14 years 7 months ago
Modified embedding for multi-regime detection in nonstationary streaming data
Many practical data streams are typically composed of several states known as regimes. In this paper, we invoke phase space reconstruction methods from non-linear time series and ...
Evan Kriminger, José Carlos Príncipe...
136
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WAIM
2007
Springer
15 years 9 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,...
91
Voted
ICASSP
2007
IEEE
15 years 7 months ago
Robust Matched Filters for Target Detection in Hyperspectral Imaging Data
Most detection algorithms for hyperspectral imaging applications assume a target with a perfectly known spectral signature. In practice, the target signature is either imperfectly...
Dimitris Manolakis, Ronald Lockwood, Thomas Cooley...