• KPCA plus LDA

• Referenced in 70 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...

• rda

• Referenced in 94 articles [sw06091]
• Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose...

• LERS

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

• SHOGUN

• Referenced in 104 articles [sw03517]
• hidden Markov models, multiple kernel learning, linear discriminant analysis, and more. Most of the specific...

• SODAS

• Referenced in 74 articles [sw00885]
• divisible classification of symbolic data, symbolic kernel discriminant analysis, symbolic description of groups, factorial discriminant...

• penalizedLDA

• Referenced in 61 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 50 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]
• Model-based 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 58 articles [sw07719]
• method. Based on the work of complete discrimination systems of polynomials [33,31],, we invented...

• ks

• Referenced in 50 articles [sw08013]
• functions, density derivatives, cumulative distributions, modal clustering, discriminant analysis, significant modal regions and two-sample...

• PersistenceImages

• Referenced in 40 articles [sw41418]
• support vector machines, which identify features containing discriminating topological information. Finally, high accuracy inference...

• 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...

• SVM

• Referenced in 31 articles [sw14904]
• Based Feature Selection; Kernel PCA; Kernel Discriminant Analysis; SVM Based Feature selection; SVM AUC Optimization...

• fpc

• Referenced in 29 articles [sw07105]
• merging Gaussian mixture components. Symmetric and asymmetric discriminant projections for visualisation of the separation...

• mixOmics

• Referenced in 29 articles [sw09508]
• results. Recent methodological developments include: sparse PLS-Discriminant Analysis, Independent Principal Component Analysis and multilevel...

• mda

• Referenced in 20 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: Multi-Class Sparse Discriminant Analysis. Efficient procedures for computing a new Multi-Class ... Sparse Discriminant Analysis method that estimates all discriminant directions simultaneously...

• LS-SVMlab

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

• WaveNet

• Referenced in 26 articles [sw38795]
• that it can be employed as a discriminative model, returning promising results for phoneme recognition...