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» The Practice of Cluster Analysis
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138
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BIBE
2009
IEEE
131views Bioinformatics» more  BIBE 2009»
15 years 7 months ago
Learning Scaling Coefficient in Possibilistic Latent Variable Algorithm from Complex Diagnosis Data
—The Possibilistic Latent Variable (PLV) clustering algorithm is a powerful tool for the analysis of complex datasets due to its robustness toward data distributions of different...
Zong-Xian Yin
151
Voted
ICASSP
2010
IEEE
15 years 3 months ago
Learning from high-dimensional noisy data via projections onto multi-dimensional ellipsoids
In this paper, we examine the problem of learning from noisecontaminated data in high-dimensional space. A new learning approach based on projections onto multi-dimensional ellips...
Liuling Gong, Dan Schonfeld
114
Voted
IWC
2000
106views more  IWC 2000»
15 years 3 months ago
An analysis of errors in interactive proof attempts
The practical utility of interactive, user-guided, theorem proving depends on the design of good interaction environments, the study of which should be grounded in methods of rese...
J. Stuart Aitken, Thomas F. Melham
173
Voted
COMGEO
2004
ACM
15 years 3 months ago
A local search approximation algorithm for k-means clustering
In k-means clustering we are given a set of n data points in d-dimensional space d and an integer k, and the problem is to determine a set of k points in d , called centers, to mi...
Tapas Kanungo, David M. Mount, Nathan S. Netanyahu...
ANNPR
2010
Springer
15 years 10 months ago
Cluster Analysis of Cortical Pyramidal Neurons Using SOM
Abstract. A cluster analysis using SOM has been performed on morphological data derived from pyramidal neurons of the somatosensory cortex of normal and transgenic mice.
Andreas Schierwagen, Thomas Villmann, Alán ...