• CMAR

  • Referenced in 53 articles [sw28406]
  • CMAR: accurate and efficient classification based on multiple class-association rules. Previous studies propose that ... associative classification has high classification accuracy and strong flexibility at handling unstructured data. However ... mined rules and sometimes biased classification or overfitting since the classification is based on only ... rule. The authors propose a new associative classification method, CMAR, i.e., Classification based on Multiple...
  • Kernlab

  • Referenced in 106 articles [sw07926]
  • Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality...
  • Pegasos

  • Referenced in 106 articles [sw08752]
  • particularly well suited for large text classification problems, where we demonstrate an order-of-magnitude...
  • HandTill2001

  • Referenced in 72 articles [sw11200]
  • under the ROC curve for multiple class classification problems The area under the ROC curve ... widely used measure of performance of supervised classification rules. It has the attractive property that...
  • GeM

  • Referenced in 100 articles [sw00332]
  • produces output in the canonical form. Classification of symmetries and conservation laws with respect...
  • BartPy

  • Referenced in 99 articles [sw40584]
  • simulation experiment and on a drug discovery classification problem...
  • DeepWalk

  • Referenced in 71 articles [sw39604]
  • latent representations on several multi-label network classification tasks for social networks such as BlogCatalog ... real world applications such as network classification, and anomaly detection...
  • rda

  • Referenced in 94 articles [sw06091]
  • Shrunken Centroids Regularized Discriminant Analysis for the classification purpose in high dimensional data...
  • DAVID

  • Referenced in 66 articles [sw17292]
  • DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large ... gene lists. The DAVID Gene Functional Classification Tool http://david.abcc.ncifcrf.gov uses a novel agglomeration algorithm...
  • NIMBUS

  • Referenced in 64 articles [sw04339]
  • described. The algorithm is based on the classification of objective functions. At each iteration ... allowed to change freely. According to the classification, a new (multiobjective) optimization problem is formed...
  • SSVM

  • Referenced in 64 articles [sw12678]
  • SSVM: A smooth support vector machine for classification. Smoothing methods, extensively used for solving important ... support vector machine for pattern classification using a completely arbitrary kernel. We term such reformulation...
  • SLIQ

  • Referenced in 51 articles [sw11759]
  • fast scalable classifier for data mining. Classification is an important problem in the emerging field ... data mining. Although classification has been studied extensively in the past, most of the classification ... breadth-first tree growing strategy to enable classification of disk-resident datasets. SLIQ also uses...
  • SIMPLIcity

  • Referenced in 87 articles [sw14893]
  • image retrieval system, which uses semantics classification methods, a wavelet-based approach for feature extraction...
  • fda.usc

  • Referenced in 62 articles [sw14011]
  • measurements, atypical curves detection, regression models, supervised classification, unsupervised classification and functional analysis of variance...
  • penalizedLDA

  • Referenced in 61 articles [sw11350]
  • package penalizedLDA: Penalized classification using Fisher’s linear discriminant. Implements the penalized LDA proposal ... Witten and Tibshirani (2011), Penalized classification using Fisher’s linear discriminant...
  • node2vec

  • Referenced in 83 articles [sw27202]
  • techniques on multi-label classification and link prediction in several real-world networks from diverse...
  • CRACK

  • Referenced in 58 articles [sw07754]
  • Applications of CRACK in the classification of integrable systems. The classifications of integrable systems...
  • GeneSrF

  • Referenced in 77 articles [sw08254]
  • tool for gene selection in classification problems that uses random forest. Two approaches for gene...
  • PGMM

  • Referenced in 75 articles [sw07981]
  • models. Carries out model-based clustering or classification using parsimonious Gaussian mixture models...
  • SODAS

  • Referenced in 74 articles [sw00885]
  • base, distance matrix for symbolic objects, divisible classification of symbolic data, symbolic kernel discriminant analysis...