227
Voted
SDM
13 years 2 months ago
2012 SIAM 
Clustering of high dimensional data streams is an important problem in many application domains, a prominent example being network monitoring. Several approaches have been lately ...
120
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SDM
13 years 2 months ago
2012 SIAM 
Learning temporal causal structures between time series is one of the key tools for analyzing time series data. In many real-world applications, we are confronted with Irregular T...
137
Voted
SDM
13 years 2 months ago
2012 SIAM 
A Cyber-Physical System (CPS) integrates physical (i.e., sensor) devices with cyber (i.e., informational) components to form a situation-aware system that responds intelligently t...
136
Voted
SDM
13 years 2 months ago
2012 SIAM
In this paper, we consider the multi-task sparse learning problem under the assumption that the dimensionality diverges with the sample size. The traditional l1/l2 multi-task lass...
133
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SDM
13 years 2 months ago
2012 SIAM
Droughts are one of the most damaging climate-related hazards. The late 1960s Sahel drought in Africa and the North American Dust Bowl of the 1930s are two examples of severe drou...
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Data Mining