Title :
On mode estimation in pattern recognition
Author :
Henrichon, E.G. ; Fu, K.S.
Author_Institution :
Purdue University, Lafayette, Indiana
Abstract :
A procedure for determining the modes of a continuous univariate probability density function (p.d.f.) is suggested. Inherent in this procedure is the use of a new nonparametric estimate of the p.d.f. An extension of this method to the multidimensional case is posed and some results of the procedure applied to real data problems are presented.
Keywords :
Clustering algorithms; Clustering methods; Convergence; Multidimensional systems; Pattern analysis; Pattern recognition; Probability; Statistics; Sun; Testing;
Conference_Titel :
Adaptive Processes, 1968. Seventh Symposium on
Conference_Location :
Los Angeles, CA, USA
DOI :
10.1109/SAP.1968.267074
