Timo Honkela

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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
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
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
Alberto Pérez García-PlazaBitergiaVerified email at garciaplaza.com
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at umk.pl
Mark van HeeswijkAalto University School of ScienceVerified email at aalto.fi
Santosh TirunagariMachine Learning Scientist, European Bioinformatics InstituteVerified email at ebi.ac.uk
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

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	477	1998
WEBSOM—self-organizing maps of document collections T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of WSOM 97, 4-6, 1997	281	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	271	1996
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	228	2007
Self-organization of very large document collections: State of the art T Kohonen International Conference on Artificial Neural Networks, 65-74, 1998	202	1998
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997	196	1997
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	196	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	184	1995
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006	174*	2006
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13 (5), 345-364, 1999	142	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
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	105	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	105	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	96	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	79	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	71	2015
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	68	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	66	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	49	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	42	2012

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