Browsing Elektrik ve Bilgisayar Mühendisliği (Tezli - İngilizce) / Electrical and Computer Engineering (Thesis - English by Title
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Analysis of brain signals by EEG based emotion recognition methods
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2023)This study examines an experiment conducted at Akdeniz University and Antalya Bilim University, aiming to evaluate students' responses to different drawing methods. The experiment was carried out using neurophysiological ... -
Breast cancer classification using deep neural network
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)Over the last few decades, cases of breast cancer have increased enormously. It is the second most popular cause of deaths in women in both developed and undeveloped countries. 8 out of 100 women face this popular and ... -
Comparative study of PI and model predictive control of the dual active bridge DC-DC converter
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)The use of renewable sources requires suitable power electronics for integrating energy into the network. For this purpose, bidirectional converters become essential elements. Over the past years, a particular topology of ... -
Deep learning approaches for MRI image classifications
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)Although there is no treatment for Alzheimer’s disease (AD), but an accurate early diagnosis is very important for both the patient and public care. Our proposed model consists of two main experiments traditional machine ... -
Dermatologist-level classification of skin cancer with deep neural networks
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)Over the past few decades, cases of skin cancer have increased enormously. It is getting most popular cause of deaths in men/woman’s even in both developed and undeveloped countries. If skin cancer can’t be treated in early ... -
Development of low-ıon doped Cr:LiCAF lasers
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2023)Since the discovery of semiconductor lasers 50 years ago, these lasers have been found in numerous applications across various fields, including technology, scientific research, defense, healthcare, and more. These lasers ... -
Ecg arrythmia classification using deep neural network
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)For assessing heart electrical signals, the ECG is the most cost-effective diagnostic technique used worldwide. Arrhythmia is hazardous and, in most cases, fatal. Arrhythmias are of different forms, and an ECG test detect ... -
A graph theoretical approach for aligning cell lines and tumors
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Cell line have now been shown in lots of research to be the most important primary tool for preclinical cancer research, but their representative quality in patient tumor samples remains unclear. The comparison of RNA-seq ... -
A hybrid recommender system
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)In the current era, the rapid pace of data volume is producing redundant information on the internet. Predicting the appropriate item for users has been a great challenge in information systems. As a result, recommender ... -
Information theoretic approaches for multivariate analysis and their applications
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2020)Causality is one of the most challenging topics in science and engineering. In many applications, the cause and effect relationships among complex systems are not clear. In the literature, many information theoretic ... -
Investigating the use of impedance plethysmography for detecting decreased blood flow in diabetic patient limbs
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2023)The amount of blood flow into a body tissue is very critical and can be evaluated by monitoring the distention of the blood vessel (artery) feeding that tissue. Several techniques for artery distention monitoring have been ... -
An investigation on energy harvesting from wrist for smart electronic devices
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2023)In this thesis energy harvested using the wrist movement of human arm is discussed. Human arm is constantly being used during our normal routine work, walking running or doing chores. These actions could be helpful in ... -
Ionic current estimations from cardiac action potentials by using single and multi-output regression models
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Conventional experimental procedures for capturing the dynamics of ion channels are not at all times possible, and when they are, they can be time-consuming. Using an artificial neural network (ANN) the aim is to predict ... -
Multi class breast cancer classification from multi magnification scales using histopathical images
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)Over the last few decades, cases of breast cancer have increased enormously. Early detection of cancer is one of the main approaches to prevent death. The only way to cure this disease is to detect breast cancer at early ... -
Multiple input multiple output with antenna number modulation and its applications
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Multi-user applications of multiple input multiple output systems with antenna number modulation (MIMO-ANM) are proposed in this thesis to be used instead of conventional MIMO and its other variations for providing more ... -
New directions in secure computation
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Conventional Machine Learning and Cloud Computing solutions require access to the raw data which generates potential security and privacy risk. Homomorphic Encryption method and Secure Multi-Party Computation protocol are ... -
New transmission methods for improving the performance of future 6g and beyond networks by utilizing signal superposition and precoding techniques
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)To provide superior spectral efficiency, enhanced system reliability, improved SNR gain, and be able to completely utilize a network’s resources without sharing and interference among users, we propose four communication ... -
Next-generation learning environment platform designed for professional education
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2023)The aim of this thesis is, within the scope of the education transformation program of a law enforcement organization that trains with conventional methods; It is to create the main architecture and algorithm of a platform ... -
Novel comp designs for improving the performance of cell-edge users in future wireless networks
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)The increase in cellular traffic is leading the advancement of cellular technologies to massively improve the quality of high-end communication experiences such as high throughput, high reliability, and universal access. ... -
Novel waveform designs for future wireless systems:non-coherent orthogonal frequency division multiplexing with subcarrier power modulation (NC-OFDM-SPM)&multi-user auxiliary signal superposition transmission (MU-AS-ST)
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)Future wireless systems are expected to serve very challenging requirements such as enhancing the spectral efficiency and transmission reliability, securing the transmission and guaranteeing low-complexity and low latency ...
