Yazar "Eminoglu, Ilyas" için listeleme
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Classification of ALS Disease Using Support Vector Machines
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)In this study, SVM (Support Vector Machine) algorithm is used for the diagnosis of ALS which is the most common type of motor neuron disease. Before classification of EMG data with SVM (Support Vector Machine); pre-processing, ... -
Classification of EMG Signals by K-Nearest Neighbor Algorithm and Support Vector Machine Methods
Kucuk, Hanife; Tepe, Cengiz; Eminoglu, Ilyas (Ieee, 2013)Electromyography (EMG) is a medical measurement system. EMG measurements are required for the diagnosis of some diseases and used in order to facilitate physicians' work. In this study, MUAPs' in an EMG data set that ... -
Classification of neuromuscular diseases with artificial intelligence methods
Kucuk, Hanife; Eminoglu, Ilyas; Balci, Kemal (Gazi Univ, Fac Engineering Architecture, 2019)In this study, a classification structure consisting of five processing stages was organized for the diagnosis of ALS and Myopathic diseases, the most common types of neuromuscular diseases.EMG (Electromyogram) signals ... -
Classification of Two Common Power Quality Disturbances Using Wavelet Based SVM
Kocaman, Cagri; Usta, Hanife; Ozdemir, Muammer; Eminoglu, Ilyas (Ieee, 2010)Development of technology increased the attention of the research community on power quality (PQ) disturbance classification problem. This paper presents wavelet based effective feature extraction method and support vector ... -
Design of Prosthetic Hand Simulator
Cinal, Sefik; Celik, Mehmet Serdar; Sahin, Ismail; Tepe, Cengiz; Eminoglu, Ilyas (Ieee, 2015)In this study, Virtual Prosthetic Hand that controlled by single and dual channel sEMG (surface EMG) signals is presented. Virtual hand is designed by Blender 3D that is a powerful graphic modelling tool. Additionally, ... -
DOPGA: a new fitness assignment scheme for multi-objective evolutionary algorithms
Ergul, Engin Ufuk; Eminoglu, Ilyas (Taylor & Francis Ltd, 2014)In this article, a new fitness assignment scheme to evaluate the Pareto-optimal solutions for multi-objective evolutionary algorithms is proposed. The proposed DOmination Power of an individual Genetic Algorithm (DOPGA) ... -
Estimate Agle Information of Hand Open-Close From Surface Electromyogram (sEMG)
Tepe, Cengiz; Eminoglu, Ilyas; Senyer, Nurettin (Ieee, 2015)In this paper, an estimation of angle of hand opening-closing movenments by using the Artificial Neural Network (ANN) from surface electromyography (sEMG) signal is presented. The first step of this method is to record ... -
Feature Extraction of Wavelet Transform for sEMG Pattern Classification
Tepe, Cengiz; Eminoglu, Ilyas; Senyer, Nurettin (Ieee, 2014)In this study, we have investigated usefulness of extraction of the surface electromiyogram (sEMG) features from multi-level wavelet decomposition of the yEMG signal. The first step of this method is to analyze sEMG signal ... -
Fuzzy Logic Based Classification for Multifunctional Upper Limb Prostheses
Celik, Mehmet Serdar; Eminoglu, Ilyas (Ieee, 2015)This paper investigate a fuzzy logic based high performance surface EMG classification algorithm for multifunctional upper limb prostheses. In this paper, we record 4 channels EMG data with surface electrodes from the ... -
Fuzzy Logic Based Pattern Recognition For Multifunctional Upper Limb Prostheses
Celik, Mehmet Serdar; Eminoglu, Ilyas (World Scientific Publ Co Pte Ltd, 2017)This paper investigate a fuzzy logic based high performance surface EMG pattern recognition for multifunctional upper limb prostheses. The main aim of the researchers of working on this issue is to contribute more to ... -
Marine Boat Roll Damping Control With Mechanical Gyroscope: An Education Set-Up
Cinal, Sefik; Eminoglu, Ilyas (World Scientific Publ Co Pte Ltd, 2017)This paper presents the design of an educational tool for teaching gyroscopic stabilizing systems for marine vehicles. The tool is consist of a model boat, servo system for wave simulation, stabilizing gyroscope and measuring ... -
Multifunctional Hand Prosthesis Setup Design
Celik, Mehmet Serdar; Tepe, Cengiz; Bas, Hasan; Eminoglu, Ilyas (Ieee, 2015)In this study, two channels, multifunctional myoelectric prosthesis hand is designed and operated for biomedical and control engineering departments laboratory as experiment apparatus. Various analog signal processing steps ... -
Neuromuscular Disease Diagnosis of SVM, K-NN and DA Algorithm Based Classification Part-I
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)This study includes a classification structure consisting of first three stages for the automatic diagnosis of the neuromuscular disease of ALS (Amyotrophic Lateral Sclerosis) and myopathy being a muscular disease. In this ... -
Neuromuscular Disease Diagnosis of SVM, K-NN and DA Algorithm Based Classification Part-II
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)This study includes a classification structure consisting of second part for the automatic diagnosis of the neuromuscular disease of ALS (Amyotrophic Lateral Sclerosis) and myopathy being a muscular disease. In this study ... -
Power-law fitness scaling on multi-objective evolutionary algorithms: interpretations of experimental results
Ergul, Engin Ufuk; Eminoglu, Ilyas (Springer, 2020)The effect of power-law fitness scaling method on the convergence and distribution of MOEAs is investigated in a systematic fashion. The proposed method is named as gamma (gamma) correction-based fitness scaling (GCFS). ... -
Prediction Speed of Hand Open-Close By Using Neural Network
Tepe, Cengiz; Senyer, Nurettin; Eminoglu, Ilyas (Ieee, 2014)In this paper, an prediction speed method of hand open-close by using the Artificial Neural Network (ANN) surface electromyography (sEMG) signal is presented. The first step of this method is to analyze sEMG signal detected ... -
Programmable Current Source and Nerve Conduction Velocity Experimental Setup
Tepe, Cengiz; Eminoglu, Ilyas (Ieee, 2015)In this study, programmable current source (PCS) experimental set-up that measures the nerve conduction velocity is designed. Firstly, analog PCS is implemented with integrated circuit of 555. Then, microprocessor-based ... -
Reviewing and designing pre-processing units for RBF networks: initial structure identification and coarse-tuning of free parameters
Kayhan, Gokhan; Ozdemir, Ali Ekber; Eminoglu, Ilyas (Springer London Ltd, 2013)This paper reviews some frequently used methods to initialize an radial basis function (RBF) network and presents systematic design procedures for pre-processing unit(s) to initialize RBF network from available input-output ... -
A two-pass hybrid training algorithm for RBF networks
Ozdemir, Ali Ekber; Eminoglu, Ilyas (Ieee, 2013)This paper presents a systematic construction of linearly weighted Gaussian radial basis function (RBF) neural network. The proposed method is computationally a two-stage hybrid training algorithm. The first stage of the ...
