Improvement on Agglomerative Hierarchical Clustering Algorithm Based on Tree Data Structure with Bidirectional Approach

Hierarchical clustering algorithms take an input of pair wise data-item similarities and output a hierarchy of the data-items. This paper presents bi-directional agglomerative hierarchical clustering algorithm to create a bottom-up hierarchy, by iteratively merging the closest pair of data-items int...

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Bibliographic Details

Published in:	2012 Third International Conference on Intelligent Systems Modelling and Simulation pp. 25 - 30
Main Authors:	Dalbouh, Hussain Abu, Norwawi, Norita Md
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.02.2012
Subjects:	Algorithm design and analysis Bidirectional algorithm Clustering algorithms Complexity Complexity theory Compounds Hierarchical Partitioning algorithms Tin Tree Tree data structures
ISBN:	1467308862, 9781467308861
ISSN:	2166-0662
Online Access:	Get full text
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