Samuel Kaski

Cited by

	All	Since 2018
Citations	20117	7278
h-index	71	46
i10-index	259	166

1400

700

350

1050

199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023100 196 226 265 335 443 613 586 656 641 600 716 659 657 695 777 754 785 876 908 986 998 1112 1161 1339 1344 1299

Public access

View all

152 articles

7 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
Giulio JacucciUniversity of HelsinkiVerified email at helsinki.fi
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiVerified email at medisin.uio.no
Kai PuolamäkiAssociate Professor, University of Helsinki, FinlandVerified email at helsinki.fi
Tuukka RuotsaloUniversity of Copenhagen and LUT UniversityVerified email at di.ku.dk
Timo HonkelaUniversity of HelsinkiVerified email at helsinki.fi
Markus HeinonenAcademy research Fellow, Aalto UniversityVerified email at aalto.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 Medical Sciences (Systems Medicine), Örebro University & Turku Bioscience CentreVerified email at oru.se
Seppo VirtanenUniversity of WarwickVerified email at warwick.ac.uk
Petri MyllymakiProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
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


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	1415	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	721	2014
Data exploration using self-organizing maps S Kaski DSc thesis, University of Technology, 1997	657	1997
Dimensionality reduction by random mapping: Fast similarity computation for clustering S Kaski 1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998	612	1998
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	485	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	433	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	413	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	377	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	364	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	300	1996
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	278	1996
Neighborhood preservation in nonlinear projection methods: An experimental study J Venna, S Kaski International Conference on Artificial Neural Networks, 485-491, 2001	272	2001
Local multidimensional scaling J Venna, S Kaski Neural Networks 19 (6-7), 889-899, 2006	267	2006
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	265	2017
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	249	2019
Comparing self-organizing maps S Kaski, K Lagus International conference on artificial neural networks, 809-814, 1996	244	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	224*	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	219	1997
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	209	1996

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