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Öğe Implementation of different clustering algorithms(Altınbaş Üniversitesi, 2018) Aburas, Amna Mohaned M.; Mazher, Wamidh; Uçan, Osman Nuri; Bayat, OğuzSpectral clustering is developed for both normalized and unnormalized methods. However, selecting between the two methods is not established in the GUI (Graphical User Interface) yet . In this paper , we implement different clustering algorithms using GUI-MATLAB, then, the clustering by these three methods, is compared for similar pairs of datasets. Our model is employing such three different clustering methods which are spectral, hierarchical and density based methods, then employing different geometrical, multi-range, and multi-level similar datasets pairs of graph for clustering. As result, the above three clustering algorithms are experimented for different environments which are (geometrical, multi-range and multi-level). The simulation result shows the clustering of these pairs of geometrical datasets which are: Concentric circles, Semi-circles, and Aggregation. Accordingly, the spectral algorithm has superior clustering in case of big datasets more than 2000 pairs points and range more than 500 levels among datasets.Öğe Optimization of electrical charging station capacity(Altınbaş Üniversitesi, 2017) Alsharif, Abdulgader; Mazher, Wamidh; Uçan, Osman Nuri; Bayat, OğuzElectrical vehicle charging Station (EVCS) is a new system that used as a petrol station to get the optimization method for the Electric Vehicle Charge Station by finding the capacity of using mathematical models. It is designed to organize some of tools that are used to count the costs such as PVs, Battery Banks, Transmission lines and Electric vehicles (EVs). The system analysis charging via main grid and Photovoltaic to charge different types of cars depending on some of international standard critical points.