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MC-SC2 Publications about: unsupervised learning
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Articles in journal or book chapters
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K. Doherty,
R. Adams,
and N. Davey.
Unsupervised learning with normalised data and non-Euclidean norms.
Applied Soft Computing,
2006.
Note: In Press.
Keyword(s): distance measures,
data normalisation,
unsupervised learning,
neural gas,
growing neural gas,
self-organising map,
k-means.
[bibtex-entry]
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D. Modha and W. Spangler.
Feature weighting in k-means clustering.
Machine Learning,
52(3):217-237,
2003.
Keyword(s): clustering,
convexity,
convex k-means algorithm,
feature combination,
feature selection,
Fisher’s discriminant analysis,
text mining,
unsupervised learning.
[bibtex-entry]
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F. Von Zuben and L.C.T. Gomes.
Multiple criteria optimization based on unsupervised learning and fuzzy inference applied to the vehicle routing problem.
Journal of Intelligent & Fuzzy Systems,
13(2-4):143-154,
2003.
Keyword(s): mathematical optimization,
multiple criteria decision making,
fuzzy systems,
routing- machines,
system analysis.
[bibtex-entry]
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Y.-S. Kim,
W. Street,
and F. Menczer.
Evolutionary model selection in unsupervised learning.
Intelligent Data Analysis,
6(6):531-558,
2002.
Keyword(s): information storage & retrieval systems,
evolutionary programming (computer science),
heuristic programming.
[bibtex-entry]
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M. Vrahatis,
B. Boutsinas,
P. Alevizos,
and G. Pavlides.
The new k-windows algorithm for improving the k-means clustering algorithm.
Journal of Complexity,
18(1):375-391,
2002.
Keyword(s): k-means clustering algorithm,
unsupervised learning,
data mining,
range search.
[bibtex-entry]
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Last modified: Fri Dec 15 07:05:48 2006
Author: Juscelino Dias.
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