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Linear Classification of data with Support Vector Machines and Generalized Support Vector Machines
TLDR
The theory of support vector machine is studied and the using for linear and nonlinear classification of data and the notion of generalizedSupport vector machine for data classification is used. Expand
SVM based fault classifier design for a water level control system
For classifying the faults of a water level control system, a fault classifier based on SVM is presented. Firstly, each kind of the possible faults is simulated to get the feature vector of eachExpand
Linear Classification of Data with Support Vector Machines and Generalized Support Vector Machines
TLDR
It is shown that the problem of generalized support vector machine is equivalent to the problems of generalized variational inequality and various results for the existence of solutions are established. Expand
Fixed points, fractals, iterated function systems and generalized support vector machines
In this thesis, fixed point theory is used to construct a fractal type sets and to solve data classification problem. Fixed point method, which is a beautiful mixture of analysis, topology, and geoExpand
Linear and Nonlinear Classifiers of Data with Support Vector Machines and Generalized Support Vector Machines
The support vector machine for linear and nonlinear classification of data is studied. The notion of generalized support vector machine for data classifications is used. The problem of generalizedExpand
Fractals of generalized F- Hutchinson operator in b-metric spaces
The aim of this paper is to construct a fractal with the help of a finite family of generalized F-contraction mappings, a class of mappings more general than contraction mappings, defined in theExpand
Operator-based sliding mode nonlinear control for a twin-tank process with constraint inputs
In this paper, operator-based robust nonlinear control is considered for a twin-tank water level process with input constraint. The concept of mapping is introduced for the operator based method,Expand
An iterative projection method for generalized support vector machine
TLDR
The result show that the iterative sequence converges strongly to the solution of the fixed point problem and the classical variational inequality problem. Expand
A spectral analysis of the Weierstrass-Mandelbrot function on the Cantor set
In this paper, the Weierstrass-Mandelbrot function on the Cantor set is presented with emphasis on possible applications in science and engineering. An asymptotic estimation of its one-sided FourieExpand