Erkki Oja
机构: Professor of Computer Science and Engineering, Aalto University
每年引用次数
引用次数
引用: 68,678
H-指数: 71
I10-指数 : 214
出版物: 470
Signal Decomposition by Fast ICA.
Erkki Oja
international conference on neural information processing 594 -602
1998
Principal component analysis
Erkki Oja
The handbook of brain theory and neural networks 753 -756
10
1998
The Nonlinear PCA Approach to ICA.
Erkki Oja
international conference on neural information processing 725 -728
1998
Nonlinear Blind Source Separation by Variational Bayesian Learning
Harri Valpola , Erkki Oja , Alexander Ilin , Aritti Honkela
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences 86 ( 3) 532 -541
35
2003
Time Series Prediction Competition: The CATS Benchmark
Amaury Lendasse , Erkki Oja , Olli Simula , Michel Verleysen
international joint conference on neural network
110
2004
Heavy-Tailed Symmetric Stochastic Neighbor Embedding
Erkki Oja , Irwin King , Zenglin Xu , Zhirong Yang
neural information processing systems 22 2169 -2177
34
2009
S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings
Erkki Oja , Kimmo Kiviluoto
neural information processing systems 549 -555
19
1997
Sparse Code Shrinkage: Denoising by Nonlinear Maximum Likelihood Estimation
Erkki Oja , Aapo Hyvärinen , Patrik O. Hoyer
neural information processing systems 11 473 -479
580
1998
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk
Erkki Oja , Tele Hao , Onur Dikmen , Xi Chen
neural information processing systems 25 1079 -1087
86
2012
Homogeneous Neural Networks for Principal Component Analysis
Jaroonsakdi Wangviwattana , Erkki Oja , Hidemitsu Ogawa
情報処理学会研究報告グラフィクスとCAD（CG） 1991 ( 111) 41 -48
1991
Feature extraction using an unsupervised neural network
Aapo Huvärinen , Erkki Oja
Unsupervised learning 203 -212
1999
Low-rank doubly stochastic matrix decomposition for cluster analysis
Erkki Oja , Jukka Corander , Zhirong Yang
Journal of Machine Learning Research 17 ( 187) 6454 -6478
23
2016
Unsupervised Learning in Human-Computer Interfaces
Timo Honkela , Mikko Kurimo , Erkki Oja , Krista Lagus
121 -122
2003
Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010)
Samuel Kaski , Erkki Oja , Antti Honkela , David J. Miller
IEEE
2010
Texture subspaces
Erkki Oja , Jussi Parkkinen
Proc. of the NATO Advanced Study Institute on Pattern recognition theory and applications 21
6
1987
Kohonen Maps
Samuel Kaski , Erkki Oja
247
1999
Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Janusz Kacprzyk , Erkki Oja , Sławomir Zadrożny , Włodzisław Duch
2005
Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Ethem Alpaydin , Erkki Oja , Okyay Kaynak , Lei Xu
2003
PicSOM Experiments in TRECVID 2013
Satoru Ishikawa , Markus Koskela , Mats Sjöberg , Jorma Laaksonen
TRECVID
4
2013
Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Erkki Oja , Stefanos D. Kollias , Włodzisław Duch , Andreas Stafylopatis
2006