• Kernel-Machines

  • Referenced in 23 articles [sw04754]
  • building on kernels, such as the support vector machine. It grew out of earlier pages...
  • OP-ELM

  • Referenced in 22 articles [sw12171]
  • based on the original extreme learning machine (ELM) algorithm with additional steps to make ... widely used methodologies: multilayer perceptron (MLP), support vector machine (SVM), and Gaussian process...
  • MSVMpack

  • Referenced in 13 articles [sw08063]
  • MSVMpack: a multi-class support vector machine package. This paper describes MSVMpack, an open source ... generic model of multi-class support vector machine. All four multi-class support vector machines...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • unsupervised machine learning algorithms, including support vector machines (SVMs), boosted and bagged decision trees...
  • ESLpred

  • Referenced in 20 articles [sw22403]
  • proteins. In this paper, support vector machine (SVM) has been used to predict the subcellular...
  • Psortb

  • Referenced in 18 articles [sw11344]
  • modules using frequent subsequence-based support vector machines was introduced into PSORTb v.2.0. The program...
  • D-ADMM

  • Referenced in 16 articles [sw28440]
  • control: average consensus, compressed sensing, and support vector machines. Our simulations show that D-ADMM...
  • SVM Toolbox

  • Referenced in 9 articles [sw14742]
  • MATLAB Support Vector Machine Toolbox. This is a beta version of a MATLAB toolbox implementing ... Vapnik’s support vector machine, as described in [1]. Training is performed using ... started. For a good introduction to support vector machines, see the excellent book by Cristianini ... kernel evaluations for efficiency. Support for multi-class support vector classification using max wins, pairwise...
  • MemHyb

  • Referenced in 15 articles [sw25194]
  • classification system based on support vector machine (SVM) with error correction code. We employ...
  • RankGene

  • Referenced in 14 articles [sw12319]
  • traditional t-statistic to one-dimensional support vector machines. This flexibility makes RankGene a useful...
  • SecretP

  • Referenced in 14 articles [sw22470]
  • pseudo-amino acid composition (PseAAC), two support vector machine (SVM)-based ternary classifiers are developed...
  • MLTSVM

  • Referenced in 8 articles [sw27170]
  • MLTSVM: a novel twin support vector machine to multi-label learning. Multi-label learning paradigm ... propose a novel multi-label twin support vector machine (MLTSVM) for multi-label classification. MLTSVM ... useful promotion of twin support vector machine (TWSVM) for multi-label classification. To speed...
  • iRSpot-Pse6NC

  • Referenced in 13 articles [sw27677]
  • such a foundation and using SVM (Support Vector Machine) classifier, a new predictor called “iRSpot...
  • PredLactamase

  • Referenced in 12 articles [sw16470]
  • pseudo-amino acid composition and support vector machine. β-Lactam class of antibiotics is used...
  • OSU SVM

  • Referenced in 8 articles [sw21995]
  • Matlab toolbox. OSU SVM is a Support Vector Machine (SVM) toolbox for the MATLAB numerical ... models for regression and classification using support vector machines...
  • kFOIL

  • Referenced in 11 articles [sw23358]
  • performance obtained by a support vector machine based on the resulting kernel. In this...
  • iEnhancer-EL

  • Referenced in 11 articles [sw27668]
  • elementary classifiers formed by SVM (Support Vector Machine) based on kmer, subsequence profile and PseKNC...
  • LOCSVMPSI

  • Referenced in 11 articles [sw22457]
  • introduced, which is based on the support vector machine (SVM) and the position-specific scoring...
  • NESVM

  • Referenced in 6 articles [sw08753]
  • NESVM: A Fast Gradient Method for Support Vector Machines. Support vector machines (SVMs) are invaluable...
  • COFFIN

  • Referenced in 8 articles [sw04881]
  • applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success ... they suffer from the curse of supporting vectors, e.g., the speed of applying SVMs decays...