• Euk-mPLoc

  • Referenced in 42 articles [sw26860]
  • mPLoc: a fusion classifier for large-scale eukaryotic protein subcellular location prediction by incorporating multiple ... overcome such a barrier, a new ensemble classifier, named Euk-mPLoc, was developed that...
  • Hum-PLoc

  • Referenced in 24 articles [sw26863]
  • PLoc: a novel ensemble classifier for predicting human protein subcellular localization. Predicting subcellular localization ... such a representation frame, a novel ensemble classifier, called ”Hum-PLoc”, was developed by fusing ... voting system. The ”engine” of these basic classifiers was operated by the KNN (K-nearest ... demonstration, tests were performed with the ensemble classifier for human proteins among the following...
  • Memtype-2L

  • Referenced in 39 articles [sw16472]
  • Matrix) vectors, and by containing an ensemble classifier formed by fusing many powerful individual...
  • iPPI-Esml

  • Referenced in 26 articles [sw22413]
  • iPPI-Esml: An ensemble classifier for identifying the interactions of proteins by incorporating their physicochemical ... predictor is an ensemble classifier formed by fusing seven individual random forest engines...
  • Hum-mPLoc

  • Referenced in 26 articles [sw26862]
  • mPLoc: an ensemble classifier for large-scale human protein subcellular location prediction by incorporating samples ... overcome such a barrier, a new ensemble classifier, named Hum-mPLoc, was developed that...
  • 2L-piRNA

  • Referenced in 25 articles [sw27667]
  • piRNA: A Two-Layer Ensemble Classifier for Identifying Piwi-Interacting RNAs and Their Function. nvolved ... piRNA. It is a two-layer ensemble classifier, in which the first layer...
  • Euk-PLoc

  • Referenced in 24 articles [sw22420]
  • PLoc: an ensemble classifier for large-scale eukaryotic protein subcellular location prediction. With the avalanche ... such a representation, a novel ensemble hybridization classifier was developed by fusing many basic individual...
  • iRSpot-EL

  • Referenced in 29 articles [sw24776]
  • based auto-cross covariance into an ensemble classifier of clustering approach. Five-fold cross tests...
  • iPhos-PseEn

  • Referenced in 16 articles [sw23954]
  • fusing different pseudo components into an ensemble classifier. Protein phosphorylation is a posttranslational modification ... frequencies, and position weights) into an ensemble classifier via a voting system. Rigorous cross-validations...
  • iKcr-PseEns

  • Referenced in 19 articles [sw25199]
  • histone proteins with pseudo components and ensemble classifier. Lysine crotonylation (Kcr) is an evolution-conserved...
  • GPCR-GIA

  • Referenced in 19 articles [sw22458]
  • belong to? Here, a two-layer ensemble classifier called GPCR-GIA was proposed by introducing...
  • iRNA-2methyl

  • Referenced in 14 articles [sw24530]
  • Coupled Effects into General PseKNC and Ensemble Classifier. OBJECTIVE: Being a kind of post-transcriptional ... fusing 12 basic random forest classifier into four ensemble predictors, with each aimed to identify...
  • iPPBS-Opt

  • Referenced in 16 articles [sw22428]
  • iPPBS-Opt: A Sequence-Based Ensemble Classifier for Identifying Protein-Protein Binding Sites by Optimizing ... optimize the training dataset; (2) the ensemble voting approach to select the most relevant features...
  • Signal-3L

  • Referenced in 16 articles [sw26857]
  • secretory or non-secretory by an ensemble classifier formed by fusing many individual...
  • Gpos-PLoc

  • Referenced in 11 articles [sw26870]
  • Gpos-PLoc: an ensemble classifier for predicting subcellular localization of Gram-positive bacterial proteins ... practice. In view of this, an ensemble classifier called ’Gpos-PLoc’ was developed for predicting...
  • SMOTEBoost

  • Referenced in 32 articles [sw12571]
  • increases the diversity among the classifiers in the ensemble because at each iteration a different...
  • Nuc-ploc

  • Referenced in 14 articles [sw16471]
  • sequences. In view of this, a new classifier, called Nuc-PLoc, has been developed that ... PLoc is featured by an ensemble classifier formed by fusing the evolution information...
  • iPTM-mLys

  • Referenced in 26 articles [sw23948]
  • array of basic random forest classifiers into an ensemble system. Rigorous cross-validations...
  • Learn++.MF

  • Referenced in 5 articles [sw37993]
  • problem. We introduce Learn++.MF, an ensemble-of-classifiers based algorithm that employs random subspace ... data distribution. Instead, it trains an ensemble of classifiers, each on a random subset ... classified by the majority voting of those classifiers whose training data did not include ... random feature subsets, and the ensemble size on algorithm performance. Finally, we discuss the conditions...
  • iRSpot-GAEnsC

  • Referenced in 4 articles [sw25197]
  • iRSpot-GAEnsC: identifing recombination spots via ensemble classifier and extending the concept of Chou ... predicted outcomes of individual classifiers are fused to form ensemble classification, which is formed through ... promising compared to individual classifiers and majority voting-based ensemble model. iRSpot-GAEnsC has achieved...