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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Vydané v:	2012 Third International Conference on Intelligent Systems Modelling and Simulation s. 25 - 30
Hlavní autori:	Dalbouh, Hussain Abu, Norwawi, Norita Md
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.02.2012
Predmet:	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
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