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Linear discriminant analysis

Known as: Fisher discriminant analysis, Fisher linear discriminant, Multiclass LDA 
Linear discriminant analysis (LDA) is a generalization of Fisher's linear discriminant, a method used in statistics, pattern recognition and machine… 
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Related topics

Related topics

44 relations
ArrayTrackBrain–computer interfaceCategorical variableData mining

Broader (1)

Statistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
Word Channel Based Multiscale Pedestrian Detection without Image Resizing and Using Only One Classifier
Most pedestrian detection approaches that achieve high accuracy and precision rate and that can be used for realtime applications… 
Highly Cited
2009
Highly Cited
2009
Extracting the optimal dimensionality for local tensor discriminant analysis
Highly Cited
2006
Highly Cited
2006
(2D)2 FLD: An efficient approach for appearance based object recognition
2004
2004
Linear Discriminant Analysis and Transvariation
In this paper, a two group linear discriminant function (LDF) is derived by minimizing Gini's transvariation probability. This… 
Highly Cited
2000
Highly Cited
2000
Word and phone level acoustic confidence scoring
This paper presents a word level confidence scoring technique based on a combination of multiple features extracted from the… 
1998
1998
Linear discriminant analysis for speechreading
This paper investigates the use of Fisher-Rao (1965) linear discriminant analysis (LDA) as a means of visual feature extraction… 
Highly Cited
1995
Highly Cited
1995
Combining Neural Networks and Statistical Predictions to Solve the Classification Problem in Discriminant Analysis
A number of recent studies have compared the performance of neural networks (NNs) to a variety of statistical techniques for the… 
Highly Cited
1995
Highly Cited
1995
Small sample size generalization
The generalization of linear classifiers is considered for training sample sizes smaller than the feature size. It is shown that… 
Review
1986
Review
1986
Paleobiology, biogeography, and systematics of the black-footed ferret, Mustela nigripes (Audubon and Bachman), 1851
Extensive literature review and 48 mammal collections containing recent speciments of the endangered black-footed ferret ( Musela… 
Highly Cited
1969
Highly Cited
1969
Some morphological and biochemical changes in steelhead trout during the parr-smolt transformation
This study was initiated to determine changes in chemical composition, coefficient of condition, and body morphology for juvenile… 
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