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Samuel Kaski
Samuel Kaski
Professor, Aalto University and University of Manchester
E-mail confirmado em aalto.fi - Página inicial
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Self organization of a massive document collection
T Kohonen, S Kaski, K Lagus, J Salojarvi, J Honkela, V Paatero, ...
IEEE transactions on neural networks 11 (3), 574-585, 2000
14192000
A community effort to assess and improve drug sensitivity prediction algorithms
JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ...
Nature biotechnology 32 (12), 1202-1212, 2014
7642014
Data exploration using self-organizing maps
S Kaski
DSc thesis, University of Technology, 1997
6661997
Dimensionality reduction by random mapping: Fast similarity computation for clustering
S Kaski
1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998
6221998
WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
4821998
Bibliography of self-organizing map (SOM) papers: 1998–2001 addendum
M Oja, S Kaski, T Kohonen
Neural computing surveys 3 (1), 1-156, 2003
4402003
Bibliography of self-organizing map (SOM) papers: 1981–1997
S Kaski, J Kangas, T Kohonen
Neural computing surveys 1 (3&4), 1-176, 1998
4111998
Information retrieval perspective to nonlinear dimensionality reduction for data visualization.
J Venna, J Peltonen, K Nybo, H Aidos, S Kaski
Journal of Machine Learning Research 11 (2), 2010
3842010
Self-organizing maps of very large document collections: Justification for the WEBSOM method
T Honkela, S Kaski, T Kohonen, K Lagus
Classification, Data Analysis, and Data Highways: Proceedings of the 21st …, 1998
3661998
Exploratory data analysis by the self-organizing map: Structures of welfare and poverty in the world
IAPN Refenes, Y Abu-Mostafa, J Moody, A Weigend
Proceedings of 3rd International Conference on Neural Networks in the …, 1996
3091996
Fundamentals and recent developments in approximate Bayesian computation
J Lintusaari, MU Gutmann, R Dutta, S Kaski, J Corander
Systematic biology 66 (1), e66-e82, 2017
2922017
Neighborhood preservation in nonlinear projection methods: An experimental study
J Venna, S Kaski
International conference on artificial neural networks, 485-491, 2001
2832001
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration.
K Lagus, T Honkela, S Kaski, T Kohonen
KDD 96, 238-243, 1996
2821996
Local multidimensional scaling
J Venna, S Kaski
Neural Networks 19 (6-7), 889-899, 2006
2802006
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...
Nature communications 10 (1), 2674, 2019
2752019
Comparing self-organizing maps
S Kaski, K Lagus
International conference on artificial neural networks, 809-814, 1996
2491996
Mining massive document collections by the WEBSOM method
K Lagus, S Kaski, T Kohonen
Information Sciences 163 (1-3), 135-156, 2004
2332004
Analysis and visualization of gene expression data using self-organizing maps
J Nikkilä, P Törönen, S Kaski, J Venna, E Castrén, G Wong
Neural networks 15 (8-9), 953-966, 2002
226*2002
Self-organized formation of various invariant-feature filters in the adaptive-subspace SOM
T Kohonen, S Kaski, H Lappalainen
Neural computation 9 (6), 1321-1344, 1997
2231997
Bayesian Canonical correlation analysis.
A Klami, S Virtanen, S Kaski
Journal of Machine Learning Research 14 (4), 2013
2142013
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