We propose a new gravitational based hierarchical
clustering algorithm using kd- tree. kd- tree generates densely
populated packets and finds the clusters using gravitational
force between the packets. Gravitational based hierarchical
clustering results are of high quality and robustness. Our
method is effective as well as robust. Our proposed algorithm
is tested on synthetic dataset and results are presented.
%0 Journal Article
%1 bishnu2010gravitational
%A Bishnu, P S
%A Bhattacherjee, V
%D 2010
%E Das, Dr. Vinu V
%J International Journal on Communication
%K data_mining hierarchical_clustering kd-tree
%N 3
%P 3
%T Gravitational Based Hierarchical
Clustering Algorithm
%U http://doi.searchdl.org/01.IJCOM.1.3.49
%V 1
%X We propose a new gravitational based hierarchical
clustering algorithm using kd- tree. kd- tree generates densely
populated packets and finds the clusters using gravitational
force between the packets. Gravitational based hierarchical
clustering results are of high quality and robustness. Our
method is effective as well as robust. Our proposed algorithm
is tested on synthetic dataset and results are presented.
@article{bishnu2010gravitational,
abstract = {We propose a new gravitational based hierarchical
clustering algorithm using kd- tree. kd- tree generates densely
populated packets and finds the clusters using gravitational
force between the packets. Gravitational based hierarchical
clustering results are of high quality and robustness. Our
method is effective as well as robust. Our proposed algorithm
is tested on synthetic dataset and results are presented.},
added-at = {2012-09-27T09:13:48.000+0200},
author = {Bishnu, P S and Bhattacherjee, V},
biburl = {https://www.bibsonomy.org/bibtex/26c98a97da8b3074e79c723713332cb5c/ideseditor},
editor = {Das, Dr. Vinu V},
interhash = {48c8b93bd8395de809ffd97e5fc1b50d},
intrahash = {6c98a97da8b3074e79c723713332cb5c},
journal = {International Journal on Communication},
keywords = {data_mining hierarchical_clustering kd-tree},
month = {December},
number = 3,
pages = 3,
timestamp = {2012-09-27T09:13:48.000+0200},
title = {Gravitational Based Hierarchical
Clustering Algorithm},
url = {http://doi.searchdl.org/01.IJCOM.1.3.49},
volume = 1,
year = 2010
}