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139
Voted
CEE
2011
14 years 5 months ago
2011
Performance of ad hoc networks dramatically declines as network grows. Cluster formation in which the network hosts are hierarchically part...
103
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PAKDD
2010
ACM
15 years 6 months ago
2010
ACM
Abstract. Integrative mining of heterogeneous data is one of the major challenges for data mining in the next decade. We address the problem of integrative clustering of data with ...
119
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CBMS
2005
IEEE
15 years 3 months ago
2005
IEEE
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
140
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CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
The mean shift algorithm, which is a nonparametric density
estimator for detecting the modes of a distribution on a
Euclidean space, was recently extended to operate on analytic
...
128
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SAC
2009
ACM
15 years 8 months ago
2009
ACM
Incorporating background knowledge into data mining algorithms is an important but challenging problem. Current approaches in semi-supervised learning require explicit knowledge p...