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» Performance Measurements for Privacy Preserving Data Mining
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MSR
2005
ACM
15 years 7 months ago
Mining student CVS repositories for performance indicators
Over 200 CVS repositories representing the assignments of students in a second year undergraduate computer science course have been assembled. This unique data set represents many...
Keir Mierle, Kevin Laven, Sam T. Roweis, Greg Wils...
KDD
2008
ACM
202views Data Mining» more  KDD 2008»
16 years 2 months ago
Data and Structural k-Anonymity in Social Networks
The advent of social network sites in the last years seems to be a trend that will likely continue. What naive technology users may not realize is that the information they provide...
Alina Campan, Traian Marius Truta
KDD
2006
ACM
112views Data Mining» more  KDD 2006»
16 years 2 months ago
K-means clustering versus validation measures: a data distribution perspective
K-means is a widely used partitional clustering method. While there are considerable research efforts to characterize the key features of K-means clustering, further investigation...
Hui Xiong, Junjie Wu, Jian Chen
GEOINFO
2007
15 years 3 months ago
Trajectory Data Warehouses: Proposal of Design and Application to Exploit Data
In this paper we are interested in storing and perform OLAP queries about various aggregate trajectory properties. We consider a data stream environment where a set of mobile objec...
Fernando J. Braz
KDD
2004
ACM
182views Data Mining» more  KDD 2004»
16 years 2 months ago
Rotation invariant distance measures for trajectories
For the discovery of similar patterns in 1D time-series, it is very typical to perform a normalization of the data (for example a transformation so that the data follow a zero mea...
Michail Vlachos, Dimitrios Gunopulos, Gautam Das