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JUCS
2007
112views more  JUCS 2007»
15 years 4 months ago
Internet Path Behavior Prediction via Data Mining: Conceptual Framework and Case Study
: In this paper we propose an application of data mining methods in the prediction of the availability and performance of Internet paths. We deploy a general decision-making method...
Leszek Borzemski
KDD
2009
ACM
159views Data Mining» more  KDD 2009»
16 years 5 months ago
Adapting the right measures for K-means clustering
Clustering validation is a long standing challenge in the clustering literature. While many validation measures have been developed for evaluating the performance of clustering al...
Junjie Wu, Hui Xiong, Jian Chen
ICDM
2010
IEEE
198views Data Mining» more  ICDM 2010»
15 years 2 months ago
Hierarchical Ensemble Clustering
Ensemble clustering has emerged as an important elaboration of the classical clustering problems. Ensemble clustering refers to the situation in which a number of different (input)...
Li Zheng, Tao Li, Chris H. Q. Ding
172
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DAWAK
2006
Springer
15 years 8 months ago
Achieving k-Anonymity by Clustering in Attribute Hierarchical Structures
Abstract. Individual privacy will be at risk if a published data set is not properly de-identified. k-anonymity is a major technique to de-identify a data set. A more general view ...
Jiuyong Li, Raymond Chi-Wing Wong, Ada Wai-Chee Fu...
CLUSTER
2000
IEEE
15 years 9 months ago
Heterogeneity Considered Harmful to Algorithm Designers
Olivier Beaumont, Vincent Boudet, Arnaud Legrand, ...