• Handling missing values in kernel methods with application to microbiology data 

      Kobayashi, Vladimer; Aluja Banet, Tomàs; Belanche Muñoz, Luis Antonio (2013)
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      We discuss several approaches that make possible for kernel methods to deal with missing values. The first two are extended kernels able to handle missing values without data preprocessing methods. Another two methods are ...