Juha Karhunen - Concepedia

Author

Juha Karhunen

Helsinki Institute for Information Technology

Also Known As

Aruna Chakraborty, J. Karhunen, J.T. Karhunen, JUHA KARHUNEN, Juha Karhunen, Karhunen, Juha

177

Publications

9.7K

Citations

H-Index

Concepts

All Affiliations

Helsinki Institute for Information Technology Aalto University University of Helsinki University of Jyväskylä

About

Juha Karhunen is an author at Helsinki Institute for Information Technology specializing in engineering, data science, and signal processing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	27	47	3.3K
2	Social Sciences	4	4	231
3	Education	3	3	64
4	Business	1	1	10
5	Public Health	1	1	15

Juha Karhunen

Publications

Citations

H-Index

Page 1

	Year	Citations
On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix Erkki Oja, Juha Karhunen Journal of Mathematical Analysis and Applications Spectral TheoryEngineeringMarkov KernelStochastic Dynamical SystemStochastic Approximation	1985	534
A class of neural networks for independent component analysis Juha Karhunen, Erkki Oja, L. Wang, IEEE Transactions on Neural Networks Blind SeparationSource SeparationEngineeringMachine LearningData Science	1997	403
Representation and separation of signals using nonlinear PCA type learning Juha Karhunen, J. Joutsensalo Neural Networks Source SeparationEngineeringData SciencePattern RecognitionFeature Extraction	1994	371
Generalizations of principal component analysis, optimization problems, and neural networks Juha Karhunen, J. Joutsensalo Neural Networks Mathematical ProgrammingEngineeringMachine LearningData SciencePattern Recognition	1995	268
An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models Harri Valpola, Juha Karhunen Neural Computation Nonlinear System IdentificationEnsemble Learning MethodEngineeringMachine LearningData Science	2002	141
ADVANCES IN BLIND SOURCE SEPARATION (BSS) AND INDEPENDENT COMPONENT ANALYSIS (ICA) FOR NONLINEAR MIXTURES Christian Jutten, Juha Karhunen International Journal of Neural Systems Source SeparationMixture DistributionEngineeringData ScienceLinear Mixtures	2004	137
Advances in Nonlinear Blind Source Separation Christian Jutten, Juha Karhunen	2003	123
Neural approaches to independent component analysis and source separation. Juha Karhunen	1996	110
Nonlinear Blind Source Separation by Self-Organizing Maps P. Pajunen, Aapo Hyvärinen, Juha Karhunen	1996	105
The nonlinear PCA criterion in blind source separation: Relations with other approaches Juha Karhunen, P. Pajunen, Erkki Oja Neurocomputing Source SeparationEngineeringNonlinear Pca CriterionOther ApproachesSpeech Processing	1998	100

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