Timo Honkela

Cited by

	All	Since 2019
Citations	4835	914
h-index	30	15
i10-index	71	20

260

130

195

1996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202431 69 129 147 146 127 150 183 179 189 160 176 182 180 204 148 247 220 246 182 183 153 167 162 190 181 140 149 92

Public access

View all

4 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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
Tommi VatanenAssociate Professor, University of HelsinkiVerified email at helsinki.fi
Mika PantzarProfessor, Consumer Society Research Center, University of HelsinkiVerified email at helsinki.fi
Tapani RaikoPrincipal research scientist, AppleVerified email at apple.com
Antti RaikeSenior Advisor in Accessibility, Aalto UniversityVerified email at aalto.fi
Ville PulkkiProfessor (full), Aalto UniversityVerified email at aalto.fi
Włodzisław Duch, INNS FellowNicolaus Copernicus University (UMK), Torun, PolandVerified email at umk.pl
Amaury LendasseUniversity of HoustonVerified email at central.uh.edu
Mats SjöbergMachine learning specialist at CSCVerified email at csc.fi
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
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
Sami VirpiojaUtopia AnalyticsVerified email at utopiaanalytics.com
Santosh TirunagariSenior Machine Learning Developer, 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 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	497	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	366	1998
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007	332	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	289	1996
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997	216	1997
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996	211	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	190	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	153	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	138	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	135	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	129	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	111	1996
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003	83	2003
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	83	1996
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	69	2008
Inferior parietal lobule and early visual areas support elicitation of individualized meanings during narrative listening S Saalasti, J Alho, M Bar, E Glerean, T Honkela, M Kauppila, M Sams, ... Brain and behavior 9 (5), e01288, 2019	51	2019
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	51	2012
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	51	2011
Statistical aspects of the WEBSOM system in organizing document collections S Kaski, K Lagus, T Honkela, T Kohonen Symposium on the Interface between Computing Science and Statistics, 281-290, 1997	48	1997

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors