Browsing Department of Electrical Engineering by Author "Rawat, Rohit"

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    • An Efficient Piecewise Linear Network 

      Rawat, Rohit (Electrical Engineering, 2010-03-03)
      A Piecewise Linear Network (PLN) is a local network that offers the accuracy of higher order networks and the Multi Layer Perceptron (MLP), with the computational simplicity of linear networks. A method to design a PLN is ...

    • Feature Selection Using an Extended Piecewise Linear Orthonormal Floating Search 

      Rawat, Rohit; 0000-0002-2039-2713 (2016-12-20)
      The piecewise linear orthonormal floating search (PLOFS) is a wrapper method for feature selection that uses a piecewise linear network (PLN) to evaluate candidate subsets. PLOFS has difficulty working on high dimensional ...