Erkki Oja
Affiliations:- Aalto University, Finland
According to our database1,
Erkki Oja
authored at least 175 papers
between 1979 and 2016.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2000, "For contributions to the theory and applications of artificial neural networks.".
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Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on id.loc.gov
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on cis.hut.fi
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on isni.org
On csauthors.net:
Bibliography
2016
J. Mach. Learn. Res., 2016
2015
Neurocomputing, 2015
Optimizing the Information Retrieval Trade-off in Data Visualization Using $α$-Divergence.
CoRR, 2015
2014
Neurocomputing, 2014
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014
Proceedings of the Discovery Science - 17th International Conference, 2014
2013
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
2012
Signal Process., 2012
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
2011
Unified Development of Multiplicative Algorithms for Linear and Quadratic Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks, 2011
Neurocomputing, 2011
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
IEEE Trans. Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Corrections to "Performance Analysis of the FastICA Algorithm and CramÉr-Rao Bounds for Linear Independent Component Analysis".
IEEE Trans. Signal Process., 2008
2007
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Speed and Accuracy Enhancement of Linear ICA Techniques Using Rational Nonlinear Functions.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
IEEE Trans. Wirel. Commun., 2006
Performance analysis of the FastICA algorithm and Cramér-rao bounds for linear independent component analysis.
IEEE Trans. Signal Process., 2006
IEEE Trans. Neural Networks, 2006
Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound.
IEEE Trans. Neural Networks, 2006
Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Comparison of BSS Methods for the Detection of <i>alpha</i>-Activity Components in EEG.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005
Semiblind source separation of climate data detects El Nino as the component with the highest interannual variability.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
IEEE Trans. Neural Networks, 2004
IEEE Trans. Neural Networks, 2004
IEEE Trans. Neural Networks, 2004
Neural Process. Lett., 2004
Neural Networks, 2004
Neural Comput., 2004
Proceedings of the Structural, 2004
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Image and Video Retrieval: Third International Conference, 2004
Proceedings of the Image and Video Retrieval: Third International Conference, 2004
2003
Neural Networks, 2003
J. Mach. Learn. Res., 2003
Methods for adaptive combination of classifiers with application to recognition of handwritten characters.
Int. J. Document Anal. Recognit., 2003
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003
2002
IEEE Trans. Neural Networks, 2002
J. Math. Imaging Vis., 2002
Proceedings of the Recent Advances in Visual Information Systems, 2002
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps.
Proceedings of the Artificial Neural Networks, 2002
Independent Component Analisys.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
Proceedings of the Machine Learning: ECML 2002, 2002
2001
Texture discrimination with multidimensional distributions of signed gray-level differences.
Pattern Recognit., 2001
Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval.
Pattern Anal. Appl., 2001
Neural Comput., 2001
Experiments with adaptation strategies for a prototype-based recognition system for isolated handwritten characters.
Int. J. Document Anal. Recognit., 2001
Proceedings of the Advances in Self-Organising Maps, 2001
Speeding Up On-line Recognition of Handwritten Characters by Pruning the Prototype Set.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the Advances in Pattern Recognition, 2001
2000
IEEE Trans. Biomed. Eng., 2000
Pattern Recognit. Lett., 2000
Independence: a new criterion for the analysis of the electromagnetic fields in the global brain?
Neural Networks, 2000
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000
Controlling On-Line Adaptation of a Prototype-Based Classifier for Handwritten Characters.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
An Experimental Comparison of Neural Algorithms for Independent Component Analysis and Blind Separation.
Int. J. Neural Syst., 1999
Proceedings of the Visual Information and Information Systems, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
Dynamically Expanding Context as Committee Adaptation Method in On-Line Recognition of Handwritten Latin Characters.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
1998
Signal Process., 1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Int. J. Pattern Recognit. Artif. Intell., 1998
Int. J. Pattern Recognit. Artif. Intell., 1998
The nonlinear PCA criterion in blind source separation: Relations with other approaches.
Neurocomputing, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
The Nonlinear PCA Approach to ICA.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Signal Decomposition by Fast ICA.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Independent Component Analysis for Parallel Financial Time Series.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
IEEE Trans. Neural Networks, 1997
IEEE Trans. Neural Networks, 1997
Neural Comput., 1997
Neurocomputing, 1997
Independent Component Analysis for Identification of Artifacts in Magnetoencephalographic Recordings.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the Artificial Neural Networks, 1997
1996
Pattern Recognit. Lett., 1996
Pattern Recognit. Lett., 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Proceedings of the Artificial Neural Networks, 1996
Subspace Dimension Selection and Averaged Learning Subspace Method in Handwritten Digit Classification.
Proceedings of the Artificial Neural Networks, 1996
1995
IEEE Trans. Neural Networks, 1995
Image Vis. Comput., 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Compressing higher-order co-occurrences for texture analysis using the self-organizing map.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
Proceedings of the Computer Vision, 1994
1993
Rival penalized competitive learning for clustering analysis, RBF net, and curve detection.
IEEE Trans. Neural Networks, 1993
1992
Neural Networks, 1992
J. Math. Imaging Vis., 1992
Further developments on RHT: basic mechanisms, algorithms, and computational complexities.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
1991
1990
Pattern Recognit. Lett., 1990
Pattern Recognit. Lett., 1990
Proceedings of IAPR Workshop on Machine Vision Applications, 1990
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990
Proceedings of the Neural Networks, 1990
1989
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
1988
Comparison of χ<sup>2</sup> and κ statistics in finding signal and picture periodicity.
Proceedings of the 9th International Conference on Pattern Recognition, 1988
Proceedings of International Conference on Neural Networks (ICNN'88), 1988
The subspace learning algorithm as a formalism for pattern recognition and neural networks.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988
Specification and implementation environment for neural networks using communicating sequential processes.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988
1986
IEEE Trans. Acoust. Speech Signal Process., 1986
Proceedings of the IEEE International Conference on Acoustics, 1986
1983
Pattern Recognit., 1983
1979
IEEE Trans. Computers, 1979