Samuel Kaski

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Jaakko PeltonenProfessor, Tampere UniversityE-mail confirmado em tuni.fi
Arto KlamiAssociate Professor, University of HelsinkiE-mail confirmado em cs.helsinki.fi
Janne SinkkonenReaktor, Chief (Data) ScientistE-mail confirmado em reaktor.fi
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiE-mail confirmado em medisin.uio.no
Giulio JacucciUniversity of HelsinkiE-mail confirmado em helsinki.fi
Kai PuolamäkiProfessor, University of Helsinki, FinlandE-mail confirmado em helsinki.fi
Markus HeinonenAcademy research Fellow, Aalto UniversityE-mail confirmado em aalto.fi
Tuukka RuotsaloLUT University and University of CopenhagenE-mail confirmado em lut.fi
Timo HonkelaUniversity of HelsinkiE-mail confirmado em helsinki.fi
Antti HonkelaProfessor, University of HelsinkiE-mail confirmado em helsinki.fi
Jarkko SalojärviAssistant Professor, Nanyang Technological UniversityE-mail confirmado em ntu.edu.sg
Suleiman Ali KhanAmazonE-mail confirmado em amazon.com
Michael U. GutmannUniversity of EdinburghE-mail confirmado em ed.ac.uk
Dorota GlowackaUniversity of HelsinkiE-mail confirmado em cs.helsinki.fi
Manuel J. A. Eugstermjae.netE-mail confirmado em mjae.net
Matej OrešičProfessor of Medicine (Systems Medicine), Örebro University & University of TurkuE-mail confirmado em oru.se
Merja OjaSenior Scientist at RoalE-mail confirmado em roal.fi
Diego MesquitaGetulio Vargas FoundationE-mail confirmado em fgv.br
Petri MyllymakiProfessor of Computer Science, University of HelsinkiE-mail confirmado em helsinki.fi
Seppo VirtanenUniversity of WarwickE-mail confirmado em warwick.ac.uk

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Samuel Kaski

Professor, Aalto University and University of Manchester

E-mail confirmado em aalto.fi - Página inicial

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


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
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	1430	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	812	2014
Data exploration using self-organizing maps S Kaski DSc thesis, University of Technology, 1997	671	1997
Dimensionality reduction by random mapping: Fast similarity computation for clustering S Kaski 1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998	633	1998
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	496	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	450	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	427	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	404	2010
Local multidimensional scaling J Venna, S Kaski Neural Networks 19 (6-7), 889-899, 2006	386	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	361	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	328	2019
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	316	2017
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	313	1996
Neighborhood preservation in nonlinear projection methods: An experimental study J Venna, S Kaski International conference on artificial neural networks, 485-491, 2001	306	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	288	1996
Comparing self-organizing maps S Kaski, K Lagus International conference on artificial neural networks, 809-814, 1996	254	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	234	1997
Bayesian canonical correlation analysis A Klami, S Virtanen, S Kaski The Journal of Machine Learning Research 14 (1), 965-1003, 2013	231	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	229*	2002

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