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Density mode clustering is a nonparametric clustering method.
Morse theory
John Willard Milnor · 1963
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The estimation of the gradient of a density function, with applications in pattern recognition
Keinosuke Fukunaga and Larry D. Hostetler · 1975
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Clustering Algorithms
J.A. Hartigan · 1975
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Mean shift, mode seeking, and clustering
Yizong Cheng · 1995
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Mean shift: a robust approach toward feature space analysis
D. Comaniciu and P. Meer · 2002
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Rates of strong uniform consistency for multivariate kernel density estimators
E. Gine and A Guillou · 2002
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An introduction to Morse theory , volume 208
Yukio Matsumoto · 2002
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Morse homology
A Banyaga and D Hurtubise · 2004
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Fast learning rates for plug-in classification
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On the estimation of the gradient lines of a density and the consistency of the mean-shift algoithm
Ery Arias-Castro, David Mason, and Bruno Pelletier · 2013
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Data-driven density derivative estimation, with applications to nonparametric clustering and bump hunting
J.E. Chacón and Tarn Duong · 2013
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Debacl: A python package for interactive density-based clustering
Brian P Kent, Alessandro Rinaldo, and Timothy Verstynen · 2013
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Generalized mode and ridge estimation
Yen-Chi Chen, Christopher R. Genovese, and Larry Wasserman · 2014
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J.E. Chacón, T. Duong, and M.P Wand · 2011
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