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Genetic algorithm-based clustering technique
- U. Maulik, S. Bandyopadhyay
- Computer SciencePattern Recognit.
- 1 September 2000
A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA
- S. Bandyopadhyay, S. Saha, U. Maulik, K. Deb
- Computer ScienceIEEE Transactions on Evolutionary Computation
- 1 June 2008
TLDR
Performance Evaluation of Some Clustering Algorithms and Validity Indices
- U. Maulik, S. Bandyopadhyay
- Computer ScienceIEEE Trans. Pattern Anal. Mach. Intell.
- 1 December 2002
In this article, we evaluate the performance of three clustering algorithms, hard K-Means, single linkage, and a simulated annealing (SA) based technique, in conjunction with four cluster validity…
Validity index for crisp and fuzzy clusters
- M. K. Pakhira, S. Bandyopadhyay, U. Maulik
- Computer SciencePattern Recognit.
- 1 March 2004
Genetic clustering for automatic evolution of clusters and application to image classification
- S. Bandyopadhyay, U. Maulik
- Computer SciencePattern Recognit.
- 1 June 2002
Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients
- P. Tripathi, S. Bandyopadhyay, S. Pal
- Computer ScienceInf. Sci.
- 15 November 2007
Nonparametric genetic clustering: comparison of validity indices
- S. Bandyopadhyay, U. Maulik
- Computer ScienceIEEE Trans. Syst. Man Cybern. Syst.
- 1 February 2001
A variable-string-length genetic algorithm (GA) is used for developing a novel nonparametric clustering technique when the number of clusters is not fixed a-priori. Chromosomes in the same population…
An evolutionary technique based on K-Means algorithm for optimal clustering in RN
- S. Bandyopadhyay, U. Maulik
- Computer ScienceInf. Sci.
- 1 October 2002
Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification
- U. Maulik, S. Bandyopadhyay
- Computer ScienceIEEE Trans. Geosci. Remote. Sens.
- 25 June 2003
The problem of classifying an image into different homogeneous regions is viewed as the task of clustering the pixels in the intensity space. Real-coded variable string length genetic fuzzy…
A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification
- M. K. Pakhira, S. Bandyopadhyay, U. Maulik
- Computer ScienceFuzzy Sets Syst.
- 1 October 2005
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