Šarūnas Raudys - Concepedia

Author

Šarūnas Raudys

Also Known As

Raudys, Sarunas, S. Raudys, S.J. Raudys, Sankur, B., Sarunas Raudys, Š Raudys, Š. RAUDYS, Š. Raudys, Šarunas J. Raudys, Šarunas Raudys

105

Publications

3.2K

Citations

H-Index

Concepts

All Affiliations

Lithuanian Academy of Sciences Vilnius University Delft University of Technology Michigan State University

ŠR

About

Šarūnas Raudys is an author at Lithuanian Academy of Sciences specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	16	2K
2	Management	2	2	52
3	Arts	1	1	14
4	Health Sciences	1	1	42
5	Medicine	1	1	14

Šarūnas Raudys

Publications

2.4K

Citations

H-Index

Page 1

	Year	Citations
Small sample size effects in statistical pattern recognition: recommendations for practitioners Šarūnas Raudys, Anil K. Jain IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningBiometricsFeature SelectionClassification Method	1991	1.4K
Expected classification error of the Fisher linear classifier with pseudo-inverse covariance matrix Šarūnas Raudys, Robert P. W. Duin Pattern Recognition Letters Data ClassificationClassification MethodEngineeringMachine LearningPattern Recognition	1998	186
On Dimensionality, Sample Size, Classification Error, and Complexity of Classification Algorithm in Pattern Recognition Šarūnas Raudys, Vitalijus Pikelis IEEE Transactions on Pattern Analysis and Machine Intelligence	1980	166
Evolution and generalization of a single neurone: I. Single-layer perceptron as seven statistical classifiers Šarūnas Raudys Neural Networks Single NeuroneI. Single-layer PerceptronCognitive ScienceComputational NeuroscienceNeuroinformatics	1998	99
Variable selection with neural networks Tautvydas Cibas, Françoise Fogelman Soulié, Patrick Gallinari, Neurocomputing EngineeringMachine LearningPredictive AnalyticsKnowledge DiscoveryFeature Selection	1996	94
k-nearest neighbors directed noise injection in multilayer perceptron training Marina Skurichina, Šarūnas Raudys, Robert P. W. Duin IEEE Transactions on Neural Networks	2000	72
On dimensionality, sample size, and classification error of nonparametric linear classification algorithms Šarūnas Raudys IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningGeneralization ErrorSupport Vector MachineClassification Method	1997	61
Small sample size effects in statistical pattern recognition: recommendations for practitioners and open problems Šarūnas Raudys, Anil K. Jain Artificial IntelligenceEngineeringMachine LearningBiometricsFeature Selection	2002	42
Two-stage classification of respiratory sound patterns E.Ç. Güler, Bülent Sankur, Yasemin P. Kahya, Computers in Biology and Medicine Auditory ModelingEngineeringAudio AnalysisTwo-stage ClassificationNoise	2004	42
Evolution and generalization of a single neurone: Šarūnas Raudys Neural Networks Single NeuroneNeurodynamicsComputational NeuroscienceEvolutionary BiologyNeuronal Network	1998	33

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