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Davies–Bouldin index
Known as:
Davies-Bouldin index
The Davies–Bouldin index (DBI) (introduced by David L. Davies and Donald W. Bouldin in 1979) is a metric for evaluating clustering algorithms. This…
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Related topics
Related topics
4 relations
Cluster analysis
Dunn index
Euclidean distance
MATLAB
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
A cluster validity for spatial clustering based on davies bouldin index and Polygon Dissimilarity function
I. M. K. Karo
,
Kiki MaulanaAdhinugraha
,
A. Huda
International Conference on Intelligent Computing
2017
Corpus ID: 46755186
Spatial clustering is most powerfully technology to spatial data mining. One of impartant part on spatial clustering is cluster…
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2015
2015
Intelligent Kernel K-Means for Clustering Gene Expression
Teny Handhayani
,
L. Hiryanto
2015
Corpus ID: 60854501
Highly Cited
2015
Highly Cited
2015
Using internal validity measures to compare clustering algorithms
Toon van Craenendonck
,
H. Blockeel
International Conference on Machine Learning
2015
Corpus ID: 63004803
Recently, significant effort has been made to automate the machine learning process in the context of supervised learning. This…
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2013
2013
New Version of Davies-Bouldin Index for Clustering Validation Based on Cylindrical Distance
Juan Carlos Rojas Thomas
,
M. Peñas
,
M. Mora
International Conference of the Chilean Computer…
2013
Corpus ID: 13035201
This paper presents a new version of Davies-Bouldin index for clustering validation through the use of a new distance based on…
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2012
2012
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines
G. P. Coelho
,
Celso C. Barbante
,
Levy Boccato
,
R. Attux
,
J. R. Oliveira
,
F. J. Zuben
IEEE International Joint Conference on Neural…
2012
Corpus ID: 8178246
In this work, we present a novel framework for automatic feature selection in brain-computer interfaces (BCIs). The proposal…
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2005
2005
Symbolic classification, clustering and fuzzy radial basis function network
Kalyani Mali
,
S. Mitra
Fuzzy Sets Syst.
2005
Corpus ID: 207746405
Highly Cited
2003
Highly Cited
2003
Clustering and its validation in a symbolic framework
Kalyani Mali
,
S. Mitra
Pattern Recognition Letters
2003
Corpus ID: 1093322
Highly Cited
2002
Highly Cited
2002
Genetic clustering for automatic evolution of clusters and application to image classification
S. Bandyopadhyay
,
U. Maulik
Pattern Recognition
2002
Corpus ID: 8907019
Review
1999
Review
1999
Multi-spectral study of a new sample of Blue Compact Dwarf Galaxies - II. B and R surface photometry of 22 southern objects
V. Doublier
,
A. Caulet
,
G. Comte
1999
Corpus ID: 54906281
We present the results of surface photometry on a new sample of Blue Compact Dwarf galaxies (BCDGs), in continuation to a…
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Highly Cited
1997
Highly Cited
1997
Cluster validation using graph theoretic concepts
N. Pal
,
J. Biswas
Pattern Recognition
1997
Corpus ID: 205905779
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