Publications by Jaakko Väyrynen
2012
27.
Exploring Extensive Linguistic Feature Sets in Near-synonym Lexical Choice (2012)
AUTHORS:
Paukkeri Mari-Sanna
,
Väyrynen Jaakko
,
Arppe Antti
BOOKTITLE:
Proceedings of 13th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing)
SERIES:
Lecture Notes in Computer Science
VOLUME:
7182
PAGES:
1--12
[INTERNALPDF]
26.
Semantic analysis in word vector spaces with ICA and feature selection (2012)
AUTHORS:
Lindh-Knuutila Tiina
,
Väyrynen Jaakko
,
Honkela Timo
BOOKTITLE:
Proceedings of The 11th Conference on Natural Language Processing (KONVENS)
PAGES:
98--107
[INTERNALPDF]
2010
25.
Applying Morphological Decompositions to Statistical Machine Translation (2010)
AUTHORS:
Virpioja Sami
,
Mansikkaniemi André,
Väyrynen Jaakko
,
Kurimo Mikko
BOOKTITLE:
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
PAGES:
201--206
[INTERNALPDF]
24.
Evaluating Machine Translations using mNCD (2010)
AUTHORS:
Dobrinkat Marcus
,
Tapiovaara Tero,
Väyrynen Jaakko
,
Kettunen Kimmo
BOOKTITLE:
Proceedings of the ACL 2010 Conference Short Papers
PAGES:
80--85
[INTERNALPDF]
23.
Experiments with Domain Adaptation Methods for Statistical MT: From European Parliament Proceedings to Finnish Newspaper Text (2010)
AUTHORS:
Dobrinkat Marcus
,
Väyrynen Jaakko J.
BOOKTITLE:
Proceedings of the 14th Finnish Artificial Intelligence Conference STeP 2010
SERIES:
Publications of the Finnish Artificial Intelligence Society
PAGES:
31--38
22.
Language identification of short text segments with n-gram models (2010)
AUTHORS:
Vatanen Tommi
,
Väyrynen Jaakko J.
,
Virpioja Sami
BOOKTITLE:
Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10)
PAGES:
3423--3430
21.
Normalized Compression Distance Based Measures for MetricsMATR 2010 (2010)
AUTHORS:
Dobrinkat Marcus
,
Tapiovaara Tero,
Väyrynen Jaakko
,
Kettunen Kimmo
BOOKTITLE:
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
PAGES:
343--348
[INTERNALPDF]
20.
Proceedings of the 14th Finnish Artificial Intelligence Conference, STeP 2010 (2010)
[INTERNALPDF]
19.
Using Correlation Dimension for Analysing Text Data (2010)
AUTHORS:
Kivimäki Ilkka
,
Lagus Krista
,
Nieminen Ilari T.
,
Väyrynen Jaakko J.
,
Honkela Timo
BOOKTITLE:
Proceedings of the 20th International Conference on Artificial Neural Networks (ICANN 2010)
SERIES:
Lecture Notes in Computer Science
VOLUME:
6352
PAGES:
368--373
[INTERNALPDF]
18.
WordICA --- Emergence of Linguistic Representations for Words by Independent Component Analysis (2010)
AUTHORS:
Honkela Timo
,
Hyvärinen Aapo,
Väyrynen Jaakko J.
JOURNAL:
Natural Language Engineering
VOLUME:
16
PAGES:
277--308
[INTERNALPDF]
2009
17.
Normalized Compression Distance as an automatic MT evaluation metric (2009)
AUTHORS:
Väyrynen Jaakko J.
,
Tapiovaara Tero,
Kettunen Kimmo,
Dobrinkat Marcus
BOOKTITLE:
Proceedings of MT 25 years on
2008
16.
AI and Machine Consciousness --- Proceedings of the 13th Finnish Artificial Intelligence Conference STeP 2008 (2008)
15.
Adaptive Translation: Finding Interlingual Mappings using Self-Organizing Maps (2008)
AUTHORS:
Honkela Timo
,
Virpioja Sami
,
Väyrynen Jaakko
BOOKTITLE:
Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN 2008)
SERIES:
Lecture Notes in Computer Science
VOLUME:
5163
PAGES:
603--612
2007
14.
Morphology-Aware Statistical Machine Translation Based on Morphs Induced in an Unsupervised Manner (2007)
AUTHORS:
Virpioja Sami
,
Väyrynen Jaakko J.
,
Creutz Mathias,
Sadeniemi Markus
BOOKTITLE:
Proceedings of Machine Translation Summit XI
PAGES:
391--498
13.
Sparse distributed representations for words with thresholded independent component analysis (2007)
AUTHORS:
Väyrynen Jaakko J.
,
Lindqvist Lasse,
Honkela Timo
BOOKTITLE:
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2007)
PAGES:
1031--1036
12.
Towards explicit semantic features using independent component analysis (2007)
AUTHORS:
Väyrynen Jaakko J.
,
Honkela Timo
,
Lindqvist Lasse
BOOKTITLE:
Proceedings of the Workshop Semantic Content Acquisition and Representation (SCAR)
PAGES:
20--27
2006
11.
Emergence of multilingual representations by independent component analysis using parallel corpora (2006)
AUTHORS:
Väyrynen Jaakko J.
,
Lindh-Knuutila Tiina
BOOKTITLE:
Proceedings of the The Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006)
SERIES:
Publications of the Finnish Artificial Intelligence Society
PAGES:
101--105
2005
10.
Comparison of Independent Component Analysis and Singular Value Decomposition in Word Context Analysis (2005)
AUTHORS:
Väyrynen Jaakko J.
,
Honkela Timo
BOOKTITLE:
Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning
PAGES:
135--140
9.
Emergence of Linguistic Features: Independent Component Analysis of Contexts (2005)
AUTHORS:
Honkela Timo
,
Hyvärinen Aapo,
Väyrynen Jaakko
BOOKTITLE:
Proceedings of NCPW9, Neural Computation and Psychology Workshop, Modeling Language, Cognition and Action
SERIES:
Progress in Neural Processing
PAGES:
129--138
8.
Learning linguistic features from natural text data by independent component analysis (2005)
AUTHORS:
Väyrynen Jaakko
2004
7.
A unifying framework for natural image statistics: spatiotemporal activity bubbles (2004)
AUTHORS:
Hyvärinen Aapo,
Hurri Jarmo,
Väyrynen Jaakko
JOURNAL:
Neurocomputing
VOLUME:
58--60
PAGES:
801--806
6.
Independent Component Analysis of Word Contexts and Comparison with Traditional Categories (2004)
AUTHORS:
Väyrynen Jaakko J.
,
Honkela Timo
,
Hyvärinen Aapo
BOOKTITLE:
Proceedings of the 6th Nordic Signal Processing Symposium (NORSIG 2004)
SERIES:
Helsinki University of Technology Signal Processing Laboratory Report Series
PAGES:
300--303
5.
Spatiotemporal linear simple-cell models based on temporal coherence and independent component analysis (2004)
AUTHORS:
Hurri Jarmo,
Väyrynen Jaakko
,
Hyvärinen Aapo
BOOKTITLE:
Proceedings of NCPW8, Neural Computation and Psychology Workshop, Connectionist Models of Cognition and Perception II
SERIES:
Progress in Neural Processing
PAGES:
29--38
4.
Spatiotemporal receptive fields maximizing temporal coherence in natural image sequences (2004)
AUTHORS:
Hurri Jarmo,
Väyrynen Jaakko
,
Hyvärinen Aapo
JOURNAL:
Neurocomputing
VOLUME:
58--60
PAGES:
815--820
3.
Word Category Maps based on Emergent Features Created by ICA (2004)
AUTHORS:
Väyrynen Jaakko J.
,
Honkela Timo
BOOKTITLE:
Proceedings of the STeP'2004 Cognition + Cybernetics Symposium
SERIES:
Publications of the Finnish Artificial Intelligence Society
PAGES:
173--185
2003
2.
Bubbles: A unifying framework for low-level statistical properties of natural image sequences (2003)
AUTHORS:
Hyvärinen Aapo,
Hurri Jarmo,
Väyrynen Jaakko
JOURNAL:
Journal of the Optical Society of America A
VOLUME:
20
PAGES:
1237--1252
1.
Emergence of Linguistic Representations by Independent Component Analysis (2003)
AUTHORS:
Honkela Timo
,
Hyvärinen Aapo,
Väyrynen Jaakko