2228 search results - page 60 / 446 » Distributed Data Clustering Can Be Efficient and Exact |
151
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KDD
2007
ACM
16 years 6 months ago
2007
ACM
Data clustering is an important task in many disciplines. A large number of studies have attempted to improve clustering by using the side information that is often encoded as pai...
158
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PRL
2008
15 years 6 months ago
2008
We propose a novel hierarchical clustering algorithm for data-sets in which only pairwise distances between the points are provided. The classical Hungarian method is an efficient...
124
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NIPS
2003
15 years 7 months ago
2003
Significant progress in clustering has been achieved by algorithms that are based on pairwise affinities between the datapoints. In particular, spectral clustering methods have ...
152
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KDD
2003
ACM
16 years 6 months ago
2003
ACM
Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key ...
125
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ICDM
2007
IEEE
16 years 12 days ago
2007
IEEE
We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation ...