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ISI
2005
Springer
16 years 11 days ago
Private Mining of Association Rules
This paper introduces a new approach to a problem of data sharing among multiple parties, without disclosing the data between the parties. Our focus is data sharing among two parti...
Justin Z. Zhan, Stan Matwin, LiWu Chang
DMKD
2003
ACM
151views Data Mining» more  DMKD 2003»
16 years 3 days ago
Assuring privacy when big brother is watching
Homeland security measures are increasing the amount of data collected, processed and mined. At the same time, owners of the data raised legitimate concern about their privacy and...
Murat Kantarcioglu, Chris Clifton
ICDM
2002
IEEE
106views Data Mining» more  ICDM 2002»
15 years 11 months ago
Neighborgram Clustering Interactive Exploration of Cluster Neighborhoods
Proceedings of IEEE Data Mining, IEEE Press, pp. 581-584, 2002. We describe an interactive way to generate a set of clusters for a given data set. The clustering is done by constr...
Michael R. Berthold, Bernd Wiswedel, David E. Patt...
158
Voted
ICDM
2008
IEEE
90views Data Mining» more  ICDM 2008»
16 years 1 months ago
Finding Alternative Clusterings Using Constraints
1 The aim of data mining is to find novel and actionable insights. However, most algorithms typically just find a single explanation of the data even though alternatives could e...
Ian Davidson, Zijie Qi
SIGKDD
2008
138views more  SIGKDD 2008»
15 years 6 months ago
PinKDD'08: privacy, security, and trust in KDD post workshop report
This report summarizes the events of the 2nd International Workshop on Privacy, Security, and Trust in KDD, at the 14th ACM SIGKDD International Conference on Knowledge Discovery ...
Francesco Bonchi, Elena Ferrari, Wei Jiang, Bradle...