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12

ICCS
2005
Springer

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100views Applied Computing» more ICCS 2005»

A Multi-level Approach for Document Clustering

13 years 10 months ago

A Multi-level Approach for Document Clustering

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Abstract. The divisive MinMaxCut algorithm of Ding et al. [3] produces more accurate clustering results than existing document cluster methods. Multilevel algorithms [4, 1, 5, 7] have been used to boost the speed of graph partitioning algorithms. We combine these two algorithms to construct faster and more accurate algorithm. In this new algorithm, the original graph is coarsened, partitioned by the divisive MinMaxCut algorithm and then decoarsened. A reﬁning algorithm is also applied to improve the accuracy at each level.

Suely Oliveira, Sang-Cheol Seok

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Divisive Minmaxcut Algorithm | Document Cluster Methods | Graph Partitioning Algorithms | ICCS 2005 |

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Added	27 Jun 2010
Updated	27 Jun 2010
Type	Conference
Year	2005
Where	ICCS
Authors	Suely Oliveira, Sang-Cheol Seok

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