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By Kardi Teknomo, PhD.
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This section contains excellent and comprehensive external links to many resources related to Hierarchical Clustering for you to probe further after you read my Hierarchical Clustering tutorial
Software
Tutorial
Research Paper
Book
Software
A free Matlab package by Comparative Package for Clustering Assessment
Data clustering algorithms implementation in Ruby
Exploratory multivariate data analysis software using R programming language
Java unsupervised Neural Networks for clustering
Hierarchical Clustering Explorer (standalone Windows freeware; registration required)
Mathematica has Hierarchical Clustering Package to constructs a hierarchical clustering of a data
Clustan (commercial software for clustering)
Hierarchical clustering code in C by Fionn Murtagh
EisenLab cluster/treeview (open source in Borland C++) . Michiel de Hoon extends it to Python and Perl
Tutorial
Research Paper
- Yu-Chiang, Frank Wang and Casasent, D., Hierarchical K-means Clustering Using New Support Vector Machines for Multi-class Classification,International Joint Conference on Neural Networks, 2006.
- Anrong Xue, Dongjie Jiang, Shiguang Ju, Weihe Chen,
Handa Ma, Privacy-Preserving Hierarchical-k-means Clustering on Horizontally Partitioned Data, International Journal of Distributed Sensor Networks,
Vol. 5 (1), Jan 2009, pp 81-81
- Fuzzy Clustering Algorithms and their Application to Medical Image Analysis,PhD Thesis, 2001, by AI Shihab
- Downloadable clustering papers collected by Charles Nicholas
Book
- Mark S. Aldenderfer, Roger K. Blashfield, Cluster Analysis
- Brian Everitt, Sabine Landau, Morven Leese, Cluster analysis
- Phipps Arabie, Lawrence J. Hubert, Geert de Soete, Clustering and classification
- Andrew Webb, Statistical Pattern Recognition
- Rui Xu, Clustering
Contact me if you have related information to be included in this page.
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This tutorial is copyrighted.
Preferable reference for this tutorial is
Teknomo, Kardi. (2009) Hierarchical Clustering Tutorial.
http://people.revoledu.com/kardi/tutorial/clustering/
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