Browsing Elektrik ve Bilgisayar Mühendisliği (Tezli - İngilizce) / Electrical and Computer Engineering (Thesis - English by Issue Date
Now showing items 1-20 of 26
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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 ... -
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 ... -
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 ... -
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 ... -
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 ... -
A piezoelectric energy harvester for power generation around waistline
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)This thesis reports energy harvesting from human waistline by using piezoelectric components. A normal person walks 1.5 to 2 miles a day and breathes all day long. These activities can be useful to generate electrical ... -
STBC and back propagation artificial neural network for improving the performance of orthogonal frequency division multiplexing with subcarrier power modulation
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021)Orthogonal Frequency Division Multiplexing with Subcarrier-Power Modulation (OFDM-SPM) has recently been proposed as a promising, the OFDM-SPM technique is compounded with Alamouti space-time block coding (STBC) in a ... -
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 ... -
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 ... -
Theoretical analysis and simulations on the development of an ultrasonic biosensor for the detection of arterial rupture
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2021-01-24)An aneurysm is a disease related to an artery's distention, which is caused by prolonged high blood pressures and the high elasticity in the artery wall. There are usually no symptoms associated with this disease. However, ... -
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 ... -
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 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 ... -
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 ... -
Thermoelectric generator passive cooling system prototype design for use in photovoltaic panels
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Today, as a result of the increasing energy demand, the importance of alternative energy sources and the methods of increasing the efficiency of these is increasing. One of these systems is thermoelectric generators ... -
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 ... -
Predicting the impact of cancer somatic mutations on protein-protein interactions
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Cancer is a complex disease with one of the highest mortality rates. An existence challenge in cancer research is to identify the cancer driver mutation that causes cancer progression. Many biological processes are ... -
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. ... -
Protecting imsi from fake base stations exploitations and spoofers impersonations in 5g and beyond cellular networks
(Antalya Bilim Üniversitesi Lisansüstü Eğitim Enstitüsü, 2022)Fifth generation (5G) portable organizations require confirmed and completely got transmissions between client gadgets and 5G base stations. In the ongoing 5G innovation standard, cell phones cannot easily recognize a ... -
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 ...
