Linear Discriminant Analysis Publications

Publications in Linear Discriminant Analysis

Explore the most influential research papers and scholarly works that have shaped Linear Discriminant Analysis. Use the concept filter below to focus on a specific sub-area of research.

Linear Discriminant Analysis

1.2K

Publications

114K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Bootstrap Methods: Another Look at the Jackknife B. Efron The Annals of Statistics EngineeringMachine LearningSampling OptimizationStatistical FoundationStatistical Analysis	1979	17.1K
PCA versus LDA Aleix M. Martı́nez, A.C. Kak IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningBiometricsEducationPrincipal Components Analysis	2001	3.2K
Partial least squares for discrimination Matthew L Barker, William S. Rayens Journal of Chemometrics Mathematical ProgrammingLinear Discriminant AnalysisEngineeringHigh-dimensional MethodData Science	2003	2.8K
Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data Sandrine Dudoit, Jane Fridlyand, Terence P. Speed Journal of the American Statistical Association EngineeringMachine LearningPathologyGene Expression ProfilingTumor Biology	2002	2.7K
Discriminant Analysis and Statistical Pattern Recognition. Douglas M. Hawkins, Geoffrey J. McLachlan Journal of the American Statistical Association Linear Discriminant AnalysisImage AnalysisFeature DetectionMachine VisionData Science	1993	2.7K
Regularized Discriminant Analysis Jerome H. Friedman Journal of the American Statistical Association EngineeringBiometricsClassification MethodData SciencePattern Recognition	1989	2.2K
Generalized Discriminant Analysis Using a Kernel Approach G. Baudat, F. Anouar Neural Computation Kernel ApproachMachine LearningEngineeringBiometricsNonlinear Discriminant Analysis	2000	1.7K
A direct LDA algorithm for high-dimensional data — with application to face recognition Hua Yu, Jie Yang Pattern Recognition Face DetectionLinear Discriminant AnalysisFacial Recognition SystemEngineeringData Science	2001	1.6K
Automatic classification of single facial images Michael J. Lyons, J. Budynek, Shigeru Akamatsu IEEE Transactions on Pattern Analysis and Machine Intelligence Face DetectionLinear Discriminant AnalysisFacial Recognition SystemImage AnalysisMachine Vision	1999	1.1K
Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) Edward I. Altman, Giancarlo Marco, Franco Varetto Journal of Banking & Finance Linear Discriminant AnalysisRisk ManagementManagementDiagnosisBusiness	1994	1.1K
Linear discriminant analysis: A detailed tutorial Alaa Tharwat, Tarek Gaber, Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, AI Communications Linear Discriminant AnalysisData ClassificationClassification MethodEngineeringMachine Learning	2017	1K
Applied Discriminant Analysis. David J. Hand, Carl J. Huberty Biometrics EngineeringMultivariate Normal RulesApplied Discriminant AnalysisPartial TableClassification Method	1995	992

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