Ensemble document clustering using weighted hypergraph generated by NMF
Ensemble document clustering using weighted hypergraph generated by NMF
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DOI：
10.3115/1557769.1557793
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发表时间：
2007-06
期刊：
影响因子：
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通讯作者：
Hiroyuki Shinnou;Minoru Sasaki
中科院分区：
文献类型：
--
作者：
Hiroyuki Shinnou;Minoru Sasaki
In this paper, we propose a new ensemble document clustering method. The novelty of our method is the use of Non-negative Matrix Factorization (NMF) in the generation phase and a weighted hypergraph in the integration phase. In our experiment, we compared our method with some clustering methods. Our method achieved the best results.
