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 | 152 | 2003 |
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 | 132 | 2010 |
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 | 115 | 2007 |
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 | 64 | 2014 |
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 | 36 | 2010 |
Emergence of linguistic features: Independent component analysis of contexts T HONKELAA, A HYVÄRINENB, J VÄYRYNENA listener 1 (2), 3, 2005 | 19 | 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 | 19 | 2005 |
Word category maps based on emergent features created by ICA JJ Väyrynen, T Honkela STeP'2004 Cognition + Cybernetics Symposium,, 173-185, 2004 | 15 | 2004 |
Towards explicit semantic features using independent component analysis JJ Väyrynen, T Honkela, L Lindqvist SCAR, Workshop Semantic Content Acquisition and Representation, 20-27, 2007 | 12 | 2007 |
Emergence of linguistic representations by independent component analysis T Honkela, A Hyvärinen, J Väyrynen Helsinki University of Technology, 2003 | 11 | 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 | 10 | 2010 |
Normalized compression distance as an automatic MT evaluation metric JJ Väyrynen, T Tapiovaara, K Kettunen, M Dobrinkat MT 25 years on, 2010 | 10 | 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 | 8 | 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 | 8 | 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 | 7 | 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 | 5 | 2010 |
A unifying framework for natural image statistics: spatiotemporal activity bubbles A Hyvärinen, J Hurri, J Väyrynen Neurocomputing 58, 801-806, 2004 | 5 | 2004 |
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 | 4 | 2016 |
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 | 4 | 2008 |
Learning linguistic features from natural text data by independent component analysis J Väyrynen Helsinki University of Technology, 2005 | 4 | 2005 |