Noisy Data in Data Mining (2008)

2008 (4 papers)

  • Fernández F, Isasi P. Nearest prototype classification of noisy data. Artif Intell Rev 2008;30(1-4):53-66.
  • Trepalin SV, Yarkov AV. Hierarchical clustering of large databases and classification of antibiotics at high noise levels. Algorithms 2008;1(2):183-200.
  • Wu X, Zhu X. Mining with noise knowledge: Error-aware data mining. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans 2008;38(4):917-32.
  • Li Y, de Ridder D, Duin RPW, Reinders MJT. Integration of prior knowledge of measurement noise in kernel density classification. Pattern Recognit 2008;41(1):320-30.