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MVClustViz: A Novice Yet Simple Multivariate Cluster Visualization Technique for Centroid-based Clusters

MVClustViz: A Novice Yet Simple Multivariate Cluster Visualization Technique for Centroid-based Clusters

Sagar S. De, Minati Mishra, Satchidananda Dehuri
Copyright: © 2013 |Volume: 2 |Issue: 4 |Pages: 14
ISSN: 2160-9772|EISSN: 2160-9799|EISBN13: 9781466635692|DOI: 10.4018/ijsda.2013100102
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MLA

De, Sagar S., et al. "MVClustViz: A Novice Yet Simple Multivariate Cluster Visualization Technique for Centroid-based Clusters." IJSDA vol.2, no.4 2013: pp.19-32. http://doi.org/10.4018/ijsda.2013100102

APA

De, S. S., Mishra, M., & Dehuri, S. (2013). MVClustViz: A Novice Yet Simple Multivariate Cluster Visualization Technique for Centroid-based Clusters. International Journal of System Dynamics Applications (IJSDA), 2(4), 19-32. http://doi.org/10.4018/ijsda.2013100102

Chicago

De, Sagar S., Minati Mishra, and Satchidananda Dehuri. "MVClustViz: A Novice Yet Simple Multivariate Cluster Visualization Technique for Centroid-based Clusters," International Journal of System Dynamics Applications (IJSDA) 2, no.4: 19-32. http://doi.org/10.4018/ijsda.2013100102

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Abstract

In the visual data mining, visualization of clusters is a challenging task. Although lots of techniques already have been developed, the challenges still remain to represent large volume of data with multiple dimension and overlapped clusters. In this paper, a multivariate clusters visualization technique (MVClustViz) has been presented to visualize the centroid-based clusters. The geographic projection technique supports multi-dimension, large volume, and both crisp and fuzzy clusters visualization. This technique is most suitable for range analysis of defense related data.

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