EPrints submitted by Timo Similä
Click here to see user's record. Number of EPrints submitted by this user: 9
Multiresponse sparse regression with application to multidimensional scaling
Timo Similä and Jarkko Tikka
In: Artificial Neural Networks: Biological Inspirations – ICANN 2005, 11-15 Sep 2005, Warsaw, Poland.
Self-organizing map learning nonlinearly embedded manifolds
Timo Similä
Information Visualization
Volume 4,
Number 1,
,
2005.
ISSN 1473-8716
Visual approach to supervised variable selection by self-organizing map
Timo Similä and Sampsa Laine
International Journal of Neural Systems
Volume 15,
Number 1-2,
,
2005.
ISSN 0129-0657
Process state and progress visualization using self-organizing map
Risto Hakala, Timo Similä, Miki Sirola and Jukka Parviainen
In: International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), 20-23 Sep 2006, Burgos, Spain.
Common subset selection of inputs in multiresponse regression
Timo Similä and Jarkko Tikka
In: International Joint Conference on Neural Networks (IJCNN), 16-21 July 2006, Vancouver, BC, Canada.
Self-organizing map visualizing conditional quantile functions with multidimensional covariates
Timo Similä
Computational Statistics & Data Analysis
Volume 50,
Number 8,
,
2006.
ISSN 0167-9473
Majorize-minimize algorithm for multiresponse sparse regression
Timo Similä
In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 15-20 Apr 2007, Honolulu, USA.
Input selection and shrinkage in multiresponse linear regression
Timo Similä and Jarkko Tikka
Computational Statistics & Data Analysis
Volume 52,
Number 1,
,
2007.
ISSN 0167-9473
Advances in variable selection and visualization methods
for analysis of multivariate data
Timo Similä
(2007)
PhD thesis, Helsinki University of Technology.
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