Homophilic Clustering

homophilic clustering

Deli Zhao and Xiaoou Tang. Homophilic Clustering by Locally Asymmetric Geometry. arXiv:1407.1352. July 5, 2014. [HC link]


Relevant Papers


Rodriguez, A. and Laio, A. Clustering by fast search and find of density peaks. Science, 344:1492–1496, 2014. [DP link]

M. Cho and K.M. Lee. Mode-Seeking on Graphs via Random Walks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [link]

Byers, S. and Raftery, A.E. Nearest-neighbor clutter removal for estimating features in spatial point processes. Journal of The American Statistical Association, 93(442):577–584, 1998. [K-th NN link]

Ester, M; Kriegel, H.P; Sander, J; Xu, X.W. A density-based algorithm for discovering clusters in large spatial databases with noise. International Conference on Knowledge Discovery and Data Mining (KDD). pp. 226–231, 1996. [DBSCAN link]

M.A. Wong and T. Lane. A kth Nearest Neighbour Clustering Procedure. Journal of the Royal Statistical Society. Series B. Vol. 45, No. 3, pp. 362-368, 1983. [K-th NN Linkage link]
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HC_SM.pdf
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