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PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
15 years 10 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders
ICDM
2009
IEEE
167views Data Mining» more  ICDM 2009»
16 years 27 days ago
A Framework for Computing the Privacy Scores of Users in Online Social Networks
—A large body of work has been devoted to address corporate-scale privacy concerns related to social networks. The main focus was on how to share social networks owned by organiz...
Kun Liu, Evimaria Terzi
SDM
2010
SIAM
165views Data Mining» more  SDM 2010»
15 years 7 months ago
Direct Density Ratio Estimation with Dimensionality Reduction
Methods for directly estimating the ratio of two probability density functions without going through density estimation have been actively explored recently since they can be used...
Masashi Sugiyama, Satoshi Hara, Paul von Büna...
148
Voted
GI
2003
Springer
15 years 11 months ago
Active Data Protection with Data Journals
: A major privacy problem on the internet is the unrestricted sharing of user data between services and other parties. The EU privacy legislation grants the user the rights to rest...
Lars Brückner, Jan Steffan, Wesley Terpstra, ...
138
Voted
EDBT
2002
ACM
123views Database» more  EDBT 2002»
16 years 6 months ago
UMiner: A Data Mining System Handling Uncertainty and Quality
In this paper we present UMiner, a new data mining system, which improves the quality of the data analysis results, handles uncertainty in the clustering & classification proce...
Christos Amanatidis, Maria Halkidi, Michalis Vazir...