Now showing items 1-2 of 2

    • Data Mining via Support Vector Machines 

      Mangasarian, Olvi (2001)
      Support vector machines (SVMs) have played a key role in broad classes of problems arising in various elds. Much more recently, SVMs have become the tool of choice for problems arising in data classi - cation and mining. ...
    • Data Selection for Support Vector Machine Classifiers 

      Olvi, Mangasarian; Fung, Glenn (2000)
      The problem of extracting a minimal number of data points from a large dataset, in order to generate a support vector machine (SVM) classi er, is formulated as a concave minimization problem and solved by a nite number ...