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2009 | ||
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9 | EE | Timo Similä, Jarkko Tikka: Combined input variable selection and model complexity control for nonlinear regression. Pattern Recognition Letters 30(3): 231-236 (2009) |
2007 | ||
8 | EE | Timo Similä, Jarkko Tikka: Input selection and shrinkage in multiresponse linear regression. Computational Statistics & Data Analysis 52(1): 406-422 (2007) |
2006 | ||
7 | EE | Risto Hakala, Timo Similä, Miki Sirola, Jukka Parviainen: Process State and Progress Visualization Using Self-Organizing Map. IDEAL 2006: 73-80 |
6 | EE | Timo Similä, Jarkko Tikka: Common Subset Selection of Inputs in Multiresponse Regression. IJCNN 2006: 1908-1915 |
5 | EE | Timo Similä: Self-organizing map visualizing conditional quantile functions with multidimensional covariates. Computational Statistics & Data Analysis 50(8): 2097-2110 (2006) |
2005 | ||
4 | EE | Timo Similä, Jarkko Tikka: Multiresponse Sparse Regression with Application to Multidimensional Scaling. ICANN (2) 2005: 97-102 |
3 | EE | Timo Similä: Self-organizing map learning nonlinearly embedded manifolds. Information Visualization 4(1): 22-31 (2005) |
2 | EE | Timo Similä, Sampsa Laine: Visual approach to supervised variable selection by self-organizing map. Int. J. Neural Syst. 15(1-2): 101-110 (2005) |
2004 | ||
1 | EE | Sampsa Laine, Timo Similä: Using SOM-Based Data Binning to Support Supervised Variable Selection. ICONIP 2004: 172-180 |
1 | Risto Hakala | [7] |
2 | Sampsa Laine | [1] [2] |
3 | Jukka Parviainen | [7] |
4 | Miki Sirola | [7] |
5 | Jarkko Tikka | [4] [6] [8] [9] |