Timo Honkela

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	All	Since 2016
Citations	4359	843
h-index	29	15
i10-index	71	27

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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 HyvarinenUniversity 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 VatanenSenior Research fellow, Liggins Institute, University of AucklandVerified email at broadinstitute.org
Vangelis KarkaletsisNCSR "Demokritos"Verified email at iit.demokritos.gr
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
Ville PulkkiProfessor (full), Aalto UniversityVerified email at aalto.fi
Antti RaikeSenior Advisor in Accessibility, Aalto UniversityVerified email at aalto.fi
Amaury LendasseUniversity of HoustonVerified email at central.uh.edu
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at umk.pl
Mats SjöbergMachine learning specialist at CSCVerified email at csc.fi
Alberto Pérez García-PlazaBitergiaVerified email at garciaplaza.com
Mark van HeeswijkAalto University School of ScienceVerified email at aalto.fi
Santosh TirunagariMachine Learning Scientist, European Bioinformatics InstituteVerified email at ebi.ac.uk
Miguel Angel MayerResearch Programme on Biomedical Informatics (GRIB). Ass. Prof. Biomedical Informatics IMIM- UPFVerified email at upf.edu
Angela LeisDepartment of Experimental and Health Sciences. Universitat Pompeu FabraVerified email at upf.edu
Marko Sysi-AhoVTT Technical research centre of FinlandVerified email at vtt.fi

Timo Honkela

University of Helsinki

Verified email at helsinki.fi - Homepage

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


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WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998	474	1998
WEBSOM—self-organizing maps of document collections T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of WSOM 97, 4-6, 1997	284	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	258	1996
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	219	2007
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	200	1996
Self-organization of very large document collections: State of the art T Kohonen International Conference on Artificial Neural Networks, 65-74, 1998	198	1998
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997	196	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	179	1995
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13 (5-6), 345-364, 1999	143	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	132	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	104	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	103	2009
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	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	78	1996
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	68	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	65	2015
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	64	2008
Bibliography of self-organizing map (SOM) papers: 2002-2005 addendum M Pöllä, T Honkela, T Kohonen Neural Computing Surveys, 2009	63	2009
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	45	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	41	2012

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