SOM: Stochastic initialization versus principal components

Author:

Akinduko Ayodeji A.,Mirkes Evgeny M.,Gorban Alexander N.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference33 articles.

1. A.A. Akinduko, E.M. Mirkes, 2012, Initialization of self-organizing maps: principal components versus random initialization. A case study, arXiv:1210.5873 [stat.ML].

2. Dynamic self-organizing maps with controlled growth for knowledge discovery;Alahakoon;IEEE Trans. Neural Netw.,2000

3. M.Y. An, Log-concave probability distributions: Theory and statistical testing, Duke University Dept of Economics Working Paper 95-03, 1997. Available at SSRN: http://ssrn.com/abstract=1933 or http://dx.doi.org/10.2139/ssrn.1933.

4. Self-organizing map initialization;Attik,2005

5. Clustering large, multi-level data sets: an approach based on Kohonen self-organizing maps;Ciampi,2000

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