Timo Honkela

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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
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
Tommi VatanenSenior Research fellow, Liggins Institute, University of AucklandVerified email at auckland.ac.nz
Tapani RaikoPrincipal research scientist, AppleVerified email at apple.com
Vangelis KarkaletsisNCSR "Demokritos"Verified email at iit.demokritos.gr
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
Mats SjöbergMachine learning specialist at CSCVerified email at csc.fi
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at umk.pl
Alberto Pérez García-PlazaBitergiaVerified email at garciaplaza.com
Mark van HeeswijkAalto University School of ScienceVerified email at aalto.fi
Marko Sysi-AhoVTT Technical research centre of FinlandVerified email at vtt.fi
Matej OrešičProfessor of Medical Sciences (Systems Medicine), Örebro University & Turku Bioscience CentreVerified email at oru.se
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
Sami VirpiojaUtopia AnalyticsVerified email at utopiaanalytics.com

Timo Honkela

University of Helsinki

Verified email at helsinki.fi - Homepage

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


Title Sort by citations Sort by year Sort by title	Cited by 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	485	1998
WEBSOM—self-organizing maps of document collections T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of WSOM 97, 4-6, 1997	289	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	286	1996
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	260	2007
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	207	1996
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997	200	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	184	1995
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13 (5), 345-364, 1999	151	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	133	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	119	2009
Adaptive ensemble models of extreme learning machines for time series prediction M Heeswijk, Y Miche, T Lindh-Knuutila, PAJ Hilbers, T Honkela, E Oja, ... International Conference on Artificial Neural Networks, 305-314, 2009	117	2009
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	113	1996
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	90	2015
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	84	1996
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	70	2003
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	67	2008
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	46	1998
Analyzing emotional semantics of abstract art using low-level image features H Zhang, E Augilius, T Honkela, J Laaksonen, H Gamper, H Alene International Symposium on Intelligent Data Analysis, 413-423, 2011	44	2011
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	43	2012
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	42	1998

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