• 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]
  • 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 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 two-sample...
  • 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 PLS-Discriminant 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: 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...
  • 2L-piRNA

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