Noisy Data in Data Mining (2010)

2010 (5 papers)

  • Trafalis TB, Alwazzi SA. Support vector machine classification with noisy data: A second order cone programming approach. International Journal of General Systems 2010;39(7):757-81.
  • Xiao J, He C, Jiang X, Liu D. A dynamic classifier ensemble selection approach for noise data. Inf Sci 2010;180(18):3402-21.
  • Zhang Y, Wu X. Integrating induction and deduction for noisy data mining. Inf Sci 2010;180(14):2663-73.
  • El-Yaniv R, Wiener Y. On the foundations of noise-free selective classification. Journal of Machine Learning Research 2010;11:1605-41.
  • Ouyang Z, Zhao Z, Li M, Luo J. An ensemble classifier framework for mining noisy data streams. Journal of Computational Information Systems 2010;6(3):671-8.