Browsing by Author "Ceylan, O."
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Energy Loss Minimization with Parallel Implementation of Marine Predators Algorithm
Younesi, S.; Ahmadi, B.; Ceylan, O.; Ozdemir, A. (Institute of Electrical and Electronics Engineers Inc., 2021)Distribution network (DN) service continuity is one of the significant issues in today's power systems. This paper aims to put a strategy for supplying loads with less discontinuity and affordable energy-consuming. The ... -
FEATURE SELECTION USING SELF ORGANIZING MAP ORIENTED EVOLUTIONARY APPROACH
Ceylan, O.; Taskin, G. (Institute of Electrical and Electronics Engineers Inc., 2021)Hyperspectral images are the multidimensional matrices consisting of hundreds of spectral feature vectors. Thanks to these large number of features, the objects on the Earth having similar spectral characteristics can ... -
Graph optimized locality preserving projection via heuristic optimization algorithms
Ceylan, O.; Taşkin, G. (Institute of Electrical and Electronics Engineers Inc., 2019)Dimensionality reduction has been an active research topic in hyperspectral image analysis due to complexity and nonlinearity of the hundreds of the spectral bands. Locality preserving projection (LPP) is a linear extension ... -
Optimization of graph affinity matrix with heuristic methods in dimensionality reduction of hypespectral images
Ceylan, O.; Taskin, G. (Institute of Electrical and Electronics Engineers Inc., 2019)Hyperspectral images include hundreds of spectral bands, adjacent ones of which are often highly correlated and noisy, leading to a decrease in classification performance as well as a high increase in computational time. ...