150
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SDM
15 years 1 months ago
2008 SIAM 
Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
109
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SDM
15 years 1 months ago
2008 SIAM 
In this paper, we propose a new approach to anomaly detection by looking at the latent variable space to make the first step toward latent anomaly detection. Most conventional app...
94
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SDM
15 years 1 months ago
2008 SIAM 
Decision trees are among the most popular pattern types in data mining due to their intuitive representation. However, little attention has been given on the definition of measure...
117
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SDM
15 years 1 months ago
2008 SIAM
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
114
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SDM
15 years 1 months ago
2008 SIAM
In this paper, we propose an efficient and effective method to find arbitrarily oriented subspace clusters by mapping the data space to a parameter space defining the set of possi...
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Data Mining