Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering
暂无分享,去创建一个
Mikhail Belkin | Yusu Wang | Justin Eldridge | Mikhail Belkin | Yusu Wang | Justin Eldridge | M. Belkin
[1] J. Hartigan. Consistency of Single Linkage for High-Density Clusters , 1981 .
[2] Anil K. Jain,et al. Algorithms for Clustering Data , 1988 .
[3] Jack Snoeyink,et al. Computing contour trees in all dimensions , 2000, SODA '00.
[4] Jon M. Kleinberg,et al. An Impossibility Theorem for Clustering , 2002, NIPS.
[5] Shai Ben-David,et al. Measures of Clustering Quality: A Working Set of Axioms for Clustering , 2008, NIPS.
[6] Shai Ben-David,et al. Characterization of Linkage-based Clustering , 2010, COLT.
[7] Sanjoy Dasgupta,et al. Rates of convergence for the cluster tree , 2010, NIPS.
[8] Facundo Mémoli,et al. Characterization, Stability and Convergence of Hierarchical Clustering Methods , 2010, J. Mach. Learn. Res..
[9] W. Stuetzle,et al. A Generalized Single Linkage Method for Estimating the Cluster Tree of a Density , 2010 .
[10] T. Dey,et al. Approximating cycles in a shortest basis of the first homology group from point data , 2011 .
[11] Ulrike von Luxburg,et al. Pruning nearest neighbor cluster trees , 2011, ICML.
[12] Leonidas J. Guibas,et al. Persistence-Based Clustering in Riemannian Manifolds , 2013, JACM.
[13] Sivaraman Balakrishnan,et al. Cluster Trees on Manifolds , 2013, NIPS.
[14] Yusu Wang,et al. The JS-graphs of Join and Split Trees , 2014, SoCG.
[15] Ulrike von Luxburg,et al. Consistent Procedures for Cluster Tree Estimation and Pruning , 2014, IEEE Transactions on Information Theory.
[16] Steve Oudot,et al. Topological Analysis of Scalar Fields with Outliers , 2015, Symposium on Computational Geometry.
[17] Vincent Kanade,et al. Clustering Algorithms , 2021, Wireless RF Energy Transfer in the Massive IoT Era.