Aapo Hyvärinen - Concepedia

Author

Aapo Hyvärinen

Also Known As

A HYVARINEN, A Hyvärinen, A. Hyvarinen, A. Hyvärinen, AAPO HYVÄRINEN, Aapo Hyvarinen, Aapo Hyvärinen, Bollen, Kenneth, Engemann, Denis-Alexander, Hyvarinen, Aapo

406

Publications

42.6K

Citations

H-Index

160

Concepts

All Affiliations

University of Helsinki Helsinki Institute for Information Technology Aalto University The University of Osaka University College London

About

Aapo Hyvärinen is an author at University of Helsinki specializing in engineering, data science, and statistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	46	87	22.1K
2	Business	2	2	78
3	Language Studies	2	2	50
4	Health Sciences	1	1	10
5	Management	1	1	282

Aapo Hyvärinen

135

Publications

35.7K

Citations

H-Index

Page 1

	Year	Citations
Independent component analysis: algorithms and applications Aapo Hyvärinen, Erkki Oja Neural Networks Source SeparationEngineeringData SciencePattern RecognitionSignal Processing	2000	8.7K
Fast and robust fixed-point algorithms for independent component analysis Aapo Hyvärinen IEEE Transactions on Neural Networks	1999	6.3K
A Fast Fixed-Point Algorithm for Independent Component Analysis Aapo Hyvärinen, Erkki Oja Neural Computation Source SeparationEngineeringMachine LearningFeature ExtractionImage Analysis	1997	3.4K
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models Michael U. Gutmann, Aapo Hyvärinen Edinburgh Research Explorer (University of Edinburgh)	2010	1.4K
Validating the independent components of neuroimaging time series via clustering and visualization Johan Himberg, Aapo Hyvärinen, Fabrizio Esposito NeuroImage Cognitive ScienceNeuroimaging ModalityComputational NeuroscienceBrain AnalysisIndependent Components	2004	1.3K
SURVEY OF INDEPENDENT COMPONENT ANALYSIS Aapo Hyvärinen	1999	1.1K
A FAST FIXED-POINT ALGORITHM FOR INDEPENDENT COMPONENT ANALYSIS OF COMPLEX VALUED SIGNALS Ella Bingham, Aapo Hyvärinen International Journal of Neural Systems Source SeparationStatistical Signal ProcessingEngineeringMixed Source SignalsData Science	2000	799
Estimation of Non-Normalized Statistical Models by Score Matching Aapo Hyvärinen Density EstimationEngineeringMachine LearningData ScienceMatching Technique	2005	723
Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics Michael U. Gutmann, Aapo Hyvärinen Journal of Machine Learning Research Partition FunctionMachine LearningMaximum Likelihood EstimationNatural Image StatisticsEngineering	2012	632
Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature Subspaces Aapo Hyvärinen, Patrik O. Hoyer Neural Computation EngineeringFeature DetectionBiometricsGabor FunctionsRobust Feature	2000	544

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