• OP-ELM

  • Referenced in 21 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 12 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...
  • TPMSVM

  • Referenced in 10 articles [sw12692]
  • TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. A novel twin ... parametric-margin support vector machine (TPMSVM) for classification is proposed in this paper. This TPMSVM ... spirit of the twin support vector machine (TWSVM), determines indirectly the separating hyperplane through ... hyperplanes solved by two smaller sized support vector machine (SVM)-type problems. Similar...
  • 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...
  • 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...
  • MLTSVM

  • Referenced in 6 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...
  • SCPRED

  • Referenced in 6 articles [sw26876]
  • prediction. Results: SCPRED uses a support vector machine classifier that takes several custom-designed features ... competing methods that are based on support vector machine, logistic regression, and ensemble of classifiers...