Samuel Kaski

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Jaakko PeltonenProfessor, Tampere UniversityVerified email at tuni.fi
Arto KlamiAssociate Professor, University of HelsinkiVerified email at cs.helsinki.fi
Janne SinkkonenReaktor, Chief (Data) ScientistVerified email at reaktor.fi
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiVerified email at medisin.uio.no
Giulio JacucciUniversity of HelsinkiVerified email at helsinki.fi
Kai PuolamäkiAssociate Professor, University of Helsinki, FinlandVerified email at helsinki.fi
Tuukka RuotsaloLUT University and University of CopenhagenVerified email at lut.fi
Markus HeinonenAcademy research Fellow, Aalto UniversityVerified email at aalto.fi
Timo HonkelaUniversity of HelsinkiVerified email at helsinki.fi
Antti HonkelaProfessor, University of HelsinkiVerified email at helsinki.fi
Jarkko SalojärviAssistant Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg
Suleiman Ali KhanUniversity of HelsinkiVerified email at helsinki.fi
Michael U. GutmannUniversity of EdinburghVerified email at ed.ac.uk
Dorota GlowackaUniversity of HelsinkiVerified email at cs.helsinki.fi
Manuel J. A. Eugstermjae.netVerified email at mjae.net
Merja OjaSenior Scientist at RoalVerified email at roal.fi
Matej OrešičProfessor of Medicine (Systems Medicine), Örebro University & University of TurkuVerified email at oru.se
Petri MyllymakiProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
Seppo VirtanenUniversity of WarwickVerified email at warwick.ac.uk
Tero AittokallioUniversity of Helsinki, University of Turku, University of OsloVerified email at utu.fi

Samuel Kaski

Professor, Aalto University and University of Manchester

Verified email at aalto.fi - Homepage

Probabilistic machine learning human-AI interaction simulation-based inference computational medicine


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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	1416	2000
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	752	2014
Data exploration using self-organizing maps S Kaski DSc thesis, University of Technology, 1997	663	1997
Dimensionality reduction by random mapping: Fast similarity computation for clustering S Kaski 1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998	621	1998
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	481	1998
Bibliography of self-organizing map (SOM) papers: 1998–2001 addendum M Oja, S Kaski, T Kohonen Neural computing surveys 3 (1), 1-156, 2003	438	2003
Bibliography of self-organizing map (SOM) papers: 1981–1997 S Kaski, J Kangas, T Kohonen Neural computing surveys 1 (3&4), 1-176, 1998	411	1998
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	382	2010
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	365	1998
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	309	1996
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	285	2017
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	282	1996
Neighborhood preservation in nonlinear projection methods: An experimental study J Venna, S Kaski International conference on artificial neural networks, 485-491, 2001	280	2001
Local multidimensional scaling J Venna, S Kaski Neural Networks 19 (6-7), 889-899, 2006	276	2006
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	273	2019
Comparing self-organizing maps S Kaski, K Lagus International conference on artificial neural networks, 809-814, 1996	248	1996
Mining massive document collections by the WEBSOM method K Lagus, S Kaski, T Kohonen Information Sciences 163 (1-3), 135-156, 2004	233	2004
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	222	1997
Bayesian Canonical correlation analysis. A Klami, S Virtanen, S Kaski Journal of Machine Learning Research 14 (4), 2013	214	2013

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