Timo Honkela - Google Scholar Citations

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Citations	3985	1005
h-index	27	15
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Co-authors

Krista LagusResearcher at University of HelsinkiVerified email at helsinki.fi
Matti PölläAalto UniversityVerified email at aalto.fi
Jaakko VäyrynenUtopia AnalyticsVerified email at utopiaanalytics.com
Aapo HyvarinenINRIA & University of HelsinkiVerified email at helsinki.fi
Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
Tapani RaikoPrincipal research scientist, AppleVerified email at apple.com
Tommi VatanenResearch fellow, Liggins Institute, University of AucklandVerified email at broadinstitute.org
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
Ville PulkkiAssociate professor (tenured), Aalto UniversityVerified email at aalto.fi
Vangelis KarkaletsisNCSR "Demokritos"Verified email at iit.demokritos.gr
Antti RaikeSenior Advisor in Accessibility, Aalto UniversityVerified email at aalto.fi
Amaury LendasseUniversity of HoustonVerified email at central.uh.edu
Mats SjöbergMachine learning specialist at CSCVerified email at csc.fi
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at is.umk.pl
Alberto Pérez García-PlazaVerified email at garciaplaza.com
Mark van HeeswijkAalto University School of ScienceVerified email at aalto.fi
Miguel Angel MayerResearch Programme on Biomedical Informatics (GRIB). Ass. Prof. Biomedical Informatics IMIM- UPFVerified email at upf.edu
Fernando Lopez OsteneroProfesor de Informática (UNED)Verified email at lsi.uned.es
Angela LeisDepartment of Experimental and Health Sciences. Universitat Pompeu FabraVerified email at upf.edu
Santosh TirunagariMachine Learning Scientist, European Bioinformatics InstituteVerified email at ebi.ac.uk

Timo Honkela

University of Helsinki

Verified email at helsinki.fi - Homepage

language technology text mining digital humanities socio-cognitive modeling language philosophy


Title	Cited by	Year
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	453	1998
WEBSOM—self-organizing maps of document collections T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of WSOM 97, 4-6, 1997	277	1997
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	254	1996
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	196	1996
Self-organization of very large document collections: State of the art T Kohonen International Conference on Artificial Neural Networks, 65-74, 1998	194	1998
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	191	2007
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997	189	1997
Contextual relations of words in Grimm tales analyzed by self-organizing map T Honkela, V Pulkki, T Kohonen Proceedings of ICANN-95, international conference on artificial neural …, 1995	168	1995
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13 (5-6), 345-364, 1999	145	1999
Very large two-level SOM for the browsing of newsgroups T Kohonen, S Kaski, K Lagus, T Honkela International Conference on Artificial Neural Networks, 269-274, 1996	131	1996
Creating an order in digital libraries with self-organizing maps S Kaski, T Honkela, K Lagus, T Kohonen Proceedings of WCNN 96, 15-18, 1996	100	1996
Adaptive ensemble models of extreme learning machines for time series prediction M Van Heeswijk, Y Miche, T Lindh-Knuutila, PAJ Hilbers, T Honkela, ... International Conference on Artificial Neural Networks, 305-314, 2009	93	2009
Exploration of full-text databases with self-organizing maps T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of International Conference on Neural Networks (ICNN'96) 1, 56-61, 1996	77	1996
Text mining in qualitative research: Application of an unsupervised learning method N Janasik, T Honkela, H Bruun Organizational Research Methods 12 (3), 436-460, 2009	73	2009
A language-independent approach to keyphrase extraction and evaluation MS Paukkeri, IT Nieminen, M Pöllä, T Honkela Coling 2008: Companion volume: Posters, 83-86, 2008	62	2008
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	61	2003
Self-organization and missing values in SOM and GTM T Vatanen, M Osmala, T Raiko, K Lagus, M Sysi-Aho, M Orešič, T Honkela, ... Neurocomputing 147, 60-70, 2015	53	2015
Statistical aspects of the WEBSOM system in organizing document collections S Kaski, K Lagus, T Honkela, T Kohonen Computing Science and Statistics, 281-290, 1998	44	1998
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, 245-252, 1998	41	1998
Learning a taxonomy from a set of text documents MS Paukkeri, AP García-Plaza, V Fresno, RM Unanue, T Honkela Applied Soft Computing 12 (3), 1138-1148, 2012	36	2012

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