Browsing Bilgisayar Mühendisliği Bölümü by Title
Now showing items 7-12 of 12
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COMPARISON OF WAVELET FAMILIES FOR MENTAL TASK CLASSIFICATION
(2016-02-05)Wavelet theory is a widely used feature extraction method for raw electroencephalogram (EEG) signal processing. The nature of the EEG signal is non-stationary, therefore applying wavelet transform on EEG signals is a ... -
Discriminating schizophrenia and schizo-obsessive disorder: a structural MRI study combining VBM and machine learning methods
(2016-07-12)Schizo-obsessive disorder is characterized by the clinical syndrome in which comorbid obsessive–compulsive disorder accompanies schizophrenia. A substantial number of studies have investigated the neuropsychological and ... -
Feature Selection and Classification of Electroencephalographic Signals: An Artificial Neural Network and Genetic Algorithm Based Approach
(Clinical EEG and Neuroscience, 2014)Feature selection is an important step in many pattern recognition systems aiming to overcome the so-called curse of dimensionality. In this study, an optimized classification method was tested in 147 patients with major ... -
Neural Network Based Response Prediction of rTMS in Major Depressive Disorder Using QEEG Cordance
(2015-01-12)ObjectiveaaThe combination of repetitive transcranial magnetic stimulation (rTMS), a non-pharmacological form of therapy for treating major depressive disorder (MDD), and electroencephalogram (EEG) is a valuable tool for ... -
Predicting Dropout Student: An Application of Data Mining Methods in an Online Education Program
(2014)This study examined the prediction of dropouts through data mining approaches in an online program. The subject of the study was selected from a total of 189 students who registered to the online Information Technologies ... -
Process Control Using Genetic Algorithm And Ant Colony Optimization Algorithm
(Journal of Intelligent Fuzzy Systems, 2014)Artificial life uses biological knowledge and techniques to solve different engineering, management, control and computational problems. Natural systems teach us that very simple individual organisms can form systems ...