Samuel Kaski

Cited by

	All	Since 2019
Citations	21953	7972
h-index	73	47
i10-index	277	170

1500

750

375

1125

1997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024105 193 224 274 348 442 617 583 664 643 610 723 673 660 701 777 774 792 881 909 999 1006 1122 1178 1380 1386 1435 1449

Public access

View all

176 articles

3 articles

available

not available

Based on funding mandates

Co-authors

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 PuolamäkiProfessor, University of Helsinki, FinlandVerified email at helsinki.fi
Markus HeinonenAcademy research Fellow, Aalto UniversityVerified email at aalto.fi
Tuukka RuotsaloLUT University and University of CopenhagenVerified email at lut.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 KhanAmazonVerified email at amazon.com
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1433	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	798	2014
Data exploration using self-organizing maps S Kaski DSc thesis, University of Technology, 1997	670	1997
Dimensionality reduction by random mapping: Fast similarity computation for clustering S Kaski 1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998	627	1998
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	499	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	443	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	422	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	396	2010
Local multidimensional scaling J Venna, S Kaski Neural Networks 19 (6-7), 889-899, 2006	381	2006
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	366	1998
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	315	2019
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	315	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	312	2017
Neighborhood preservation in nonlinear projection methods: An experimental study J Venna, S Kaski International conference on artificial neural networks, 485-491, 2001	296	2001
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	289	1996
Comparing self-organizing maps S Kaski, K Lagus International conference on artificial neural networks, 809-814, 1996	250	1996
Mining massive document collections by the WEBSOM method K Lagus, S Kaski, T Kohonen Information Sciences 163 (1-3), 135-156, 2004	234	2004
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	228	1997
Bayesian Canonical correlation analysis. A Klami, S Virtanen, S Kaski Journal of Machine Learning Research 14 (4), 2013	226	2013
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

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors