Timo Honkela

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Matti PölläAalto UniversityVerified email at aalto.fi
Jaakko VäyrynenUtopia AnalyticsVerified email at utopiaanalytics.com
Aapo HyvärinenUniversity of HelsinkiVerified email at helsinki.fi
Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at umk.pl
Tommi VatanenAssociate Professor, University of HelsinkiVerified email at helsinki.fi
Tapani RaikoPrincipal research scientist, AppleVerified email at apple.com
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Antti RaikeSenior Advisor in Accessibility, Aalto UniversityVerified email at aalto.fi
Ville PulkkiProfessor (full), Aalto UniversityVerified email at aalto.fi
Amaury LendasseMissouri University of Science & TechnologyVerified email at mst.edu
Mats SjöbergMachine learning specialist at CSCVerified email at csc.fi
Alberto Pérez García-PlazaComputer Languages and Systems Department, UNEDVerified email at garciaplaza.com
Liliann MicheBell Labs, NokiaVerified email at nokia-bell-labs.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 Medicine (Systems Medicine), Örebro University & University of TurkuVerified email at oru.se
Petia Koprinkova-HristovaProf., Bulgarian Academy of SciencesVerified email at iict.bas.bg
Günther PalmProfessor für Neuroinformatik, Universität UlmVerified email at uni-ulm.de

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	496	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: Proceedings of the 21st …, 1998	361	1998
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	342	2007
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
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 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
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	192	1995
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	156	2009
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13, 345-364, 1999	150	1999
Very large two-level SOM for the browsing of newsgroups T Kohonen, S Kaski, K Lagus, T Honkela Artificial Neural Networks—ICANN 96: 1996 International Conference Bochum …, 1996	141	1996
Adaptive ensemble models of extreme learning machines for time series prediction M Van Heeswijk, Y Miche, T Lindh-Knuutila, PAJ Hilbers, T Honkela, ... Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009	140	2009
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	139	2015
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	112	1996
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	86	1996
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	82	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	70	2008
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	54	2012
Artificial neural networks and machine learning–ICANN 2011 J Masci, U Meier, D Cireşan, J Schmidhuber, T Honkela, W Duch, ... Proceedings of the 21st International Conference on Artificial Neural …, 2011	53	2011
Analyzing emotional semantics of abstract art using low-level image features H Zhang, E Augilius, T Honkela, J Laaksonen, H Gamper, H Alene Advances in Intelligent Data Analysis X: 10th International Symposium, IDA …, 2011	53	2011
Complexity of European Union Languages: A comparative approach∗ M Sadeniemi, K Kettunen, T Lindh-Knuutila, T Honkela Journal of Quantitative Linguistics 15 (2), 185-211, 2008	50	2008

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