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Optimal discriminant analysis
Optimal Discriminant Analysis (ODA) and the related classification tree analysis (CTA) are exact statistical methods that maximize predictive…
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Data mining
Decision tree
Factor analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Statistical classification
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Pareto-optimal discriminant analysis
Felix Juefei-Xu
,
M. Savvides
IEEE International Conference on Image Processing…
2015
Corpus ID: 18258312
In this work, we have proposed the Pareto-optimal discriminant analysis (PDA), an optimally designed linear subspace learning…
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2013
2013
Initial Use of Hierarchically Optimal Classification Tree Analysis In Medical Research
P. Yarnold
2013
Corpus ID: 56035239
Univariate optimal discriminant analysis (UniODA) is a non-parametric classification methodology for discriminating between two…
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2013
2013
Statistical Power of Optimal Discrimination with a Normal Attribute and Two Classes: One-Tailed Hypotheses
R. Soltysik
,
P. Yarnold
2013
Corpus ID: 125970415
Investigators in all quantitative disciplines are often interested in discovering if statistically significant differences exist…
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2011
2011
Optimal Discriminant Analysis Based on Kernel Extension of Graph Embedding and Face Recognition
Lu Gui
2011
Corpus ID: 63484760
By making use of compressive mapping and isomorphic mapping in the kernel extension of graph embedding,this paper proves that the…
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2010
2010
Reduction of processing time for optimal and quadratic discriminant analyses
Michitaka Suzuki
,
A. Itoh
Pattern Recognit.
2010
Corpus ID: 6631651
2010
2010
The Loyola Experience (1993-2009): Optimal Data Analysis in the Department of Psychology
F. Bryant
2010
Corpus ID: 64301015
This article traces the origins and development of the use of optimal data analysis (ODA) within the Department of Psychology at…
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2009
2009
Infrared Image Segmentation Using Two-Dimensional Fisher Linear Optimal Discriminant Analysis and Particle Swarm Optimization
Guan Xin-ping
2009
Corpus ID: 124170489
Two-dimensional(2-D) Fisher linear optimal discriminant analysis,which considers the gray information and spatial neighbor…
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2007
2007
Face Recognition Based on Kernel Fisher Nonlinear Optimal Discriminant Analysis
Cheng Xin-min
2007
Corpus ID: 123920350
Extracting the most discriminatory features is important in face recognition tasks. In the case of a small number of face samples…
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2007
2007
Sparse Kernels for Bayes Optimal Discriminant Analysis
Onur C. Hamsici
,
Aleix M. Martinez
IEEE Conference on Computer Vision and Pattern…
2007
Corpus ID: 17635728
Discriminant Analysis (DA) methods have demonstrated their utility in countless applications in computer vision and other areas…
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1999
1999
Adapting the Warmack-Gonzalez algorithm to handle discrete data
P. Rubin
Eur. J. Oper. Res.
1999
Corpus ID: 739380
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