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Re: DM: ClusteringFrom: Jonathan Oliver Date: Thu, 14 May 1998 17:16:59 -0400 (EDT) Alejandra Davidson asks: > I looking for information about Clustering. I am interested in olds > papers about the subject, old algorithms, who started studying it, >how > it appeared. Is there anything of that in Internet?, Where was it > published? One of the approaches to clustering is mixture modelling (see http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html or http://www.ultimode.com for some applications of mixture modelling to clustering). The mixture modelling approach to clustering got started in the late 1960s/ early 1970s. @article{Wallace:68, author = "Wallace, C.S. and Boulton, D.M.", title = "An Information Measure for Classification", journal = "Computer Journal", volume = 11, pages = "185-194", year = 1968 } @article{Day:69, author = "Day, N.E.", title = "Estimating the components of a mixture of normal distributions", journal = "Biometrika", volume = 56, pages = "463-474", year = 1969 } @article{Boulton:70, author = "Boulton, D.M. and Wallace, C.S.", title = "A program for numerical classification", journal = "Computer Journal", volume = 13, pages = "63-69", year = 1970 } @article{Wolfe:70, author = "Wolfe, J.H.", title = "Pattern Clustering by Multivariate Mixture Analysis", journal = "Multivariate Behavioural Research", volume = 5, pages = "329-350", year = 1970 } There were earlier approaches to mixture modelling use the method of moments --- I think these are referenced in: @book{Everitt:81, author = "Everitt, B.S. and Hand, D.J.", title = "Finite Mixture Distributions", publisher = "Chapman and Hall", address = "London", year = 1981 } ------------------------ Jon Oliver Ultimode Systems Data Mining Consultancy 2560 Bancroft Way #213, Berkeley, CA 94704 http://www.ultimode.com Phone: (510) 548 8978 Fax: (510) 845 2292 -----------------------
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