Paper: Ensemble document clustering using weighted hypergraph generated by NMF

ACL ID P07-2020
Title Ensemble document clustering using weighted hypergraph generated by NMF
Venue Annual Meeting of the Association of Computational Linguistics
Session System Demonstration
Year 2007
Authors

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 genera- tion 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 re- sults.