Yazar "Hardalac, Firat" için listeleme
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Application of an adaptive neuro-fuzzy inference system for classification of Behcet disease using the fast Fourier transform method
Barisci, Necaattin; Hardalac, Firat (Blackwell Publishing, 2007)In this study, ophthalmic arterial Doppler signals were obtained from 200 subjects, 100 of whom suffered from ocular Behcet disease while the rest were healthy subjects. An adaptive neuro-fuzzy inference system (ANFIS) was ... -
Classification of educational backgrounds of students using musical intelligence and perception with the help of genetic neural networks
Hardalac, Firat (Pergamon-Elsevier Science Ltd, 2009)In this study, we demonstrate that machine learning can be used to classify students who had backgrounds in positive-sciences (including engineering, science and math disciplines) vs. social-sciences (including arts and ... -
Comparison of MLP neural network and neuro-fuzzy system in transcranial doppler signals recorded from the cerebral vessels
Hardalac, Firat (Springer, 2008)Transcranial Doppler signals recorded from cerebral vessels of 110 patients were transferred to a personal computer by using a 16 bit sound card. Spectral analyses of Transcranial Doppler signals were performed for determining ... -
Examination of static and 50 Hz electric field effects on tissues by using a hybrid genetic algorithm and neural network
Hardalac, Firat; Guler, Goknur (Wiley, 2008)The effects of electric fields on tissue are the main subject of many investigations. The importance of this subject comes from the electrical properties of the cell membrane and its sensitivity to changes in electrical ... -
Forecasting electricity consumption: A comparison of regression analysis, neural networks and least squares support vector machines
Kaytez, Fazil; Taplamacioglu, M. Cengiz; Cam, Ertugrul; Hardalac, Firat (Elsevier Sci Ltd, 2015)Accurate electricity consumption forecast has primary importance in the energy planning of the developing countries. During the last decade several new techniques are being used for electricity consumption planning to ... -
Propagation of modified Bessel-Gaussian beams in turbulence
Eyyuboglu, Halil Tanyer; Hardalac, Firat (Elsevier Sci Ltd, 2008)We investigate the propagation characteristics of modified Bessel-Gaussian beams traveling in a turbulent atmosphere. The source beam formulation comprises a Gaussian exponential and the summation of modified Bessel ...