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» Kernels for Semi-Structured Data
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307
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ICDE
2009
IEEE
1081views Database» more  ICDE 2009»
17 years 14 days ago
Modeling and Integrating Background Knowledge in Data Anonymization
Recent work has shown the importance of considering the adversary’s background knowledge when reasoning about privacy in data publishing. However, it is very difficult for the d...
Tiancheng Li, Ninghui Li, Jian Zhang
70
Voted
KDD
2007
ACM
112views Data Mining» more  KDD 2007»
16 years 1 months ago
Statistical change detection for multi-dimensional data
This paper deals with detecting change of distribution in multi-dimensional data sets. For a given baseline data set and a set of newly observed data points, we define a statistic...
Xiuyao Song, Mingxi Wu, Christopher M. Jermaine, S...
112
Voted
CIDM
2009
IEEE
15 years 4 months ago
Empirical comparison of graph classification algorithms
The graph classification problem is learning to classify separate, individual graphs in a graph database into two or more categories. A number of algorithms have been introduced fo...
Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Coo...
GI
2007
Springer
15 years 7 months ago
An Object Oriented Approach for Data Fusion
: An new object oriented development suite for data fusion is presented. It is shown how the various issues in the data fusion development like design, implementation, simulation a...
Kaeye Dästner, Thomas Kausch, Felix Opitz
114
Voted
ESWS
2008
Springer
15 years 2 months ago
Adding Data Mining Support to SPARQL Via Statistical Relational Learning Methods
Exploiting the complex structure of relational data enables to build better models by taking into account the additional information provided by the links between objects. We exten...
Christoph Kiefer, Abraham Bernstein, André ...