Browsing 08 Information and Computing Sciences by Author "Pandya Abhijit"

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  • Browsing 08 Information and Computing Sciences by Author

Browsing 08 Information and Computing Sciences by Author "Pandya Abhijit"

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  • Feature Selection For Datasets With Imbalanced Class Distributions 
    Kamal Abu; Zhu Xingquan; Pandya Abhijit; Hsu Sam; Narayanan Ramaswamy (World Scientific Publ Co Pte Ltd, 2010)
    Feature selection for supervised learning concerns the problem of selecting a number of important features (w.r.t. the class labels) for the purposes of training accurate prediction models. Traditional feature selection ...
  • Feature Selection with Biased Sample Distributions 
    Kamal Abu; Zhu Xingquan; Pandya Abhijit; Hsu Sam (IEEE Computer Society, 2009)
    Feature selection concerns the problem of selecting a number of important features (w.r.t. the class labels) in order to build accurate prediction models. Traditional feature selection methods, however, fail to take the ...