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A Survey of Cluster Ensemble

by S. Sarumathi, N. Shanthi, G. Santhiya
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 65 - Number 9
Year of Publication: 2013
Authors: S. Sarumathi, N. Shanthi, G. Santhiya
10.5120/10950-5909

S. Sarumathi, N. Shanthi, G. Santhiya . A Survey of Cluster Ensemble. International Journal of Computer Applications. 65, 9 ( March 2013), 8-11. DOI=10.5120/10950-5909

@article{ 10.5120/10950-5909,
author = { S. Sarumathi, N. Shanthi, G. Santhiya },
title = { A Survey of Cluster Ensemble },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 65 },
number = { 9 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 8-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume65/number9/10950-5909/ },
doi = { 10.5120/10950-5909 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:18:21.735725+05:30
%A S. Sarumathi
%A N. Shanthi
%A G. Santhiya
%T A Survey of Cluster Ensemble
%J International Journal of Computer Applications
%@ 0975-8887
%V 65
%N 9
%P 8-11
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Cluster ensembles are assortment of individual solutions to a certain clustering crisis which are required to consider in a wide sort of applications. This paper gives the general process of the cluster ensemble and overview of different types of consensus function.

References
  1. Sandro vega-pons and jose ruiz-shulcloper, "a survey of clustering ensemble algorithms" international journal of pattern recognition and artificial intelligence vol. 25, no. 3 (2011).
  2. Javad Azimi, Paul Cull and Xiaoli Fern, "Clustering Ensembles Using Ants Algorithm" EECS Department, Oregon State University, Corvallis, Oregon, 97330, USA.
  3. Natthakan Iam-on, Tossapon Boongoen and Simon Garrett," LCE: a link-based cluster ensemble method for improved gene expression data analysis" Vol. 26 no. 12(2010).
  4. Xiaoli Zhang Fern and Carla E. Brodley," Solving Cluster Ensemble Problems by Bipartite Graph Partitioning" International Conference on Machine Learning, Banff, Canada, (2004).
  5. Joydeep Ghosh and Ayan Acharya," Cluster ensembles" Volume 1, Jul y /August (2011).
  6. Reza Ghaemi , Md. Nasir Sulaiman , Hamidah Ibrahim , Norwati Mustapha "A Survey: Clustering Ensembles Techniques" (2009).
  7. George Karypis," METIS-A Software Package for Partitioning Unstructured Graphs, PartitioningMeshes, and Computing Fill-Reducing Orderings of Sparse Matrices" August 4, (2011).
  8. Xiaoli Z. Fern and Carla E. Brodley "Cluster Ensembles for High Dimensional Clustering: An Empirical Study"(2004)
  9. Alexander Strehl and Joydeep Ghosh"Cluster Ensembles A Knowledge Reuse Framework for Combining Multiple Partitions"(2002)
  10. Ashraf Mohammed Iqbal, Abidalrahman Moh'd, and Zahoor Ali Khan" Semi- supervised Clustering Ensemble by Voting"
Index Terms

Computer Science
Information Sciences

Keywords

Clustering Cluster ensemble consensus function

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