
KPCA plus LDA
 Referenced in 69 articles
[sw08766]
 KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition. This ... paper examines the theory of kernel Fisher discriminant analysis (KFD) in a Hilbert space ... principal component analysis (KPCA) plus Fisher linear discriminant analysis (LDA). This framework provides novel insights ... authors propose a complete kernel Fisher discriminant analysis (CKFD) algorithm. CKFD can be used...

LERS
 Referenced in 122 articles
[sw08637]
 case, the system induces a single minimal discriminant description for each concept. In the second...

rda
 Referenced in 86 articles
[sw06091]
 Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...

SHOGUN
 Referenced in 103 articles
[sw03517]
 hidden Markov models, multiple kernel learning, linear discriminant analysis, and more. Most of the specific...

SODAS
 Referenced in 70 articles
[sw00885]
 divisible classification of symbolic data, symbolic kernel discriminant analysis, symbolic description of groups, factorial discriminant...

penalizedLDA
 Referenced in 57 articles
[sw11350]
 penalizedLDA: Penalized classification using Fisher’s linear discriminant. Implements the penalized LDA proposal of ”Witten ... Penalized classification using Fisher’s linear discriminant...

DnCNN
 Referenced in 45 articles
[sw39678]
 Learning of Deep CNN for Image Denoising. Discriminative model learning for image denoising has been ... denoising performance. Different from the existing discriminative denoising models which usually train a specific model...

Mixmod
 Referenced in 37 articles
[sw06991]
 Modelbased cluster and discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program ... purposes of density estimation, clustering or discriminant analysis. A large variety of algorithms to estimate ... particular perspective (cluster analysis or discriminant analysis). Written in C++, MIXMOD is interfaced with SCILAB...

DISCOVERER
 Referenced in 56 articles
[sw07719]
 method. Based on the work of complete discrimination systems of polynomials [33,31],, we invented...

ks
 Referenced in 48 articles
[sw08013]
 functions, density derivatives, cumulative distributions, modal clustering, discriminant analysis, significant modal regions and twosample...

PicToSeek
 Referenced in 36 articles
[sw14897]
 based entirely on shape invariants yields poor discriminative power. Furthermore, the image retrieval scheme...

SLEX
 Referenced in 18 articles
[sw08605]
 Discrimination and Classification of Nonstationary Time Series Using the SLEX Model. Statistical discrimination for nonstationary ... applications. Our goal was to develop a discriminant scheme that can extract local features ... computationally efficient. Here, we propose a discriminant scheme based on the SLEX (smooth localized complex ... next step, we construct a discriminant criterion that is related to the Kullback–Leibler divergence...

PersistenceImages
 Referenced in 35 articles
[sw41418]
 support vector machines, which identify features containing discriminating topological information. Finally, high accuracy inference...

SVM
 Referenced in 30 articles
[sw14904]
 Based Feature Selection; Kernel PCA; Kernel Discriminant Analysis; SVM Based Feature selection; SVM AUC Optimization...

mixOmics
 Referenced in 29 articles
[sw09508]
 results. Recent methodological developments include: sparse PLSDiscriminant Analysis, Independent Principal Component Analysis and multilevel...

fpc
 Referenced in 27 articles
[sw07105]
 merging Gaussian mixture components. Symmetric and asymmetric discriminant projections for visualisation of the separation...

mda
 Referenced in 19 articles
[sw10631]
 package mda: Mixture and flexible discriminant analysis. Mixture and flexible discriminant analysis, multivariate adaptive regression...

msda
 Referenced in 16 articles
[sw25025]
 package msda: MultiClass Sparse Discriminant Analysis. Efficient procedures for computing a new MultiClass ... Sparse Discriminant Analysis method that estimates all discriminant directions simultaneously...

LSSVMlab
 Referenced in 26 articles
[sw07367]
 pattern recognition algorithms such as kernel Fisher discriminant analysis and extensions to unsupervised learning, recurrent...

2LpiRNA
 Referenced in 25 articles
[sw27667]
 other does not. Can we discriminate one from the other? With the avalanche...