Jaakko Väyrynen
Jaakko Väyrynen
Utopia Analytics
Verified email at utopiaanalytics.com
TitleCited byYear
Bubbles: a unifying framework for low-level statistical properties of natural image sequences
A Hyvärinen, J Hurri, J Väyrynen
JOSA A, Journal of the Optical Society of America A 20 (7), 1237-1252, 2003
Morphology-aware statistical machine translation based on morphs induced in an unsupervised manner
S Virpioja, JJ Väyrynen, M Creutz, M Sadeniemi
MT Summit XI, Machine Translation Summit XI 2007, 491-498, 2007
Language Identification of Short Text Segments with N-gram Models.
T Vatanen, JJ Väyrynen, S Virpioja
LREC'10, Conference on Language Resources and Evaluation, 3423-3430, 2010
WordICA—emergence of linguistic representations for words by independent component analysis
T Honkela, A Hyvärinen, JJ Väyrynen
NLE, Natural Language Engineering 16 (03), 277-308, 2010
DCEP-Digital Corpus of the European Parliament.
N Hajlaoui, D Kolovratnik, J Väyrynen, R Steinberger, D Varga
LREC 2014, Language Resources and Evaluation Conference, 3164-3171, 2014
Emergence of linguistic features: Independent component analysis of contexts
listener 1 (2), 3, 2005
Comparison of independent component analysis and singular value decomposition in word context analysis
J Väyrynen, T Honkela
AKRR'05, Conference on Adaptive Knowledge Representation and Reasoning, 135-140, 2005
Word category maps based on emergent features created by ICA
JJ Väyrynen, T Honkela
STeP'2004 Cognition + Cybernetics Symposium,, 173-185, 2004
Normalized compression distance as an automatic MT evaluation metric
JJ Väyrynen, T Tapiovaara, K Kettunen, M Dobrinkat
MT 25 years on, 2010
Towards explicit semantic features using independent component analysis
JJ Väyrynen, T Honkela, L Lindqvist
SCAR, Workshop Semantic Content Acquisition and Representation, 20-27, 2007
Emergence of linguistic representations by independent component analysis
T Honkela, A Hyvärinen, J Väyrynen
Helsinki University of Technology, 2003
Applying morphological decomposition to statistical machine translation
S Virpioja, J Väyrynen, A Mansikkaniemi, M Kurimo
Workshop on Statistical Machine Translation and MetricsMATR, 195-200, 2010
Sparse Distributed Representations for Words with Thresholded Independent Component Analysis.
JJ Väyrynen, L Lindqvist, T Honkela
IJCNN, International Joint Conference on Neural Networks, 1031-1036, 2007
Independent component analysis of word contexts and comparison with traditional categories
JJ Väyrynen, T Honkela, A Hyvärinen
NORSIG 2004, Nordic Signal Processing Symposium, 300-303, 2004
Using correlation dimension for analysing text data
I Kivimäki, K Lagus, IT Nieminen, JJ Väyrynen, T Honkela
ICANN 2010, Conference on Artificial Neural Networks, 368-373, 2010
Normalized compression distance based measures for MetricsMATR 2010
M Dobrinkat, J Väyrynen, T Tapiovaara, K Kettunen
Proc. of the Joint Fifth Workshop on Statistical Machine Translation and …, 2010
Evaluating machine translations using mNCD
M Dobrinkat, T Tapiovaara, J Väyrynen, K Kettunen
ACL 2010, Annual Meeting of the Association for Computational Linguistics, 80-85, 2010
Adaptive translation: Finding interlingual mappings using self-organizing maps
T Honkela, S Virpioja, J Väyrynen
ICANN 2008, International Conference on Artificial Neural Networks, 603-612, 2008
Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms
G Jacquet, M Ehrmann, R Steinberger, J Väyrynen
Proceedings of the Tenth International Conference on Language Resources and …, 2016
Semantic analysis in word vector spaces with ICA and feature selection.
T Lindh-Knuutila, JJ Väyrynen, T Honkela
KONVENS, 98-107, 2012
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