Browsing by Author "Ibrahim, Abdullahi Abdu"
Now showing items 1-20 of 182
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Adaptive beamforming in 5G networks using deep reinforcement learning
Al-Sameerli, Salam Hazim Salman (Altınbaş Üniversitesi, 2021)The need for additional bandwidth per each client that is being connected to the mobile cellular network and the rapidly growing number of devices being added to these networks, the need for additional capacity has ... -
Analysis the performance of aodv and DSDV routing protocols in different packets size by using the flow monitor in NS3
Mohammed, Sufyan Sabah Mohammed (Altınbaş Üniversitesi, 2021)Vehicle communication is a major research topic for academics and the automotive industry. In order to test various routing protocols in a vehicle scenario, the NS3 network simulator was employed. The BSM PDR and average ... -
Analysis the performance of AODV and DSDV routing protocols in different packets size by using the Flow monitor in NS3.19
Al-Rifai, Sufyan Sabah; Ibrahim, Abdullahi Abdu; Shantaf, Ahmed Muhi (Institute of Electrical and Electronics Engineers Inc., 2020)The Mobile ad hoc networks are the networks that working without infastructure to coomuncation between the nodes in the networks and each node in this network as receiver and router in the same time to transsfer the packets ... -
Analyzing and detecting the de-authentication attack by creating an automated scanner using Scapy
Al-Nuaimi, Mustafa Abdulkareem Salman; Ibrahim, Abdullahi Abdu (Auricle Global Society of Education and Research, 2023)With the rapid spread of internet technologies around the world, the number of people that are using theinternet is increasing enormously in the last 10 years. with the increase in the number of people that are using the ... -
Analyzing rain removal images for accurate and secure object detection using YOLO
Alntaky, Ahmed Jasim Mohammed (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)This master’s thesis focuses on analyzing rain removal images for accurate and secure object detection using You Only Look Once (YOLO) technique in image processing. The advancement of picture edge smoothening framework ... -
Auto generating web based management systems
Yusuf, Ahmet (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2021)Web content management systems (WCMS) are often built manually by writing all their component parts individually. This process is constantly being repeated for each project application which costs a substantial amount ... -
Botnet detection in e-government network using machine learning
Aljuboori, Samer (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2021)In this work we use a reliable database, properly classified and in enough classes to obtain a classification model based on machine learning., there is a public database generated by network traffic flows from different ... -
Building an electronic health portal with an e-health application to communicate with patients
Fazea, Ali Al; Ibrahim, Abdullahi Abdu (Altınbaş Üniversitesi, 2022)Patients have better access to their healthcare records and resources thanks to e-health portals. We create and deploy an e-health portal that efficiently integrates a variety of background medical services. The most ... -
Cellular network based resources allocation using machine learning approaches
Almankoshi, Bandar Abdulabbas (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)This thesis examines the problem of downlink power allocation in dense 5G networks and attempts to develop a data-driven solution by employing deep reinforcement learning. Using the deep Qnetworks (DQN) algorithm and the ... -
Classification of epileptic seizure features from scalp electrical measurements using KNN and SVM based on fourier transform
Al-Azzawi, Athar Hussein Ali; Al-Jumaili, Saif; Ibrahim, Abdullahi Abdu; Duru, Adil Deniz (American Institute of Physics Inc., 2022)Epilepsy classification techniques are one of the areas that are still under searching till now as long as there is no specific method for detection seizures. The brain consists of more than 100 billion nerves that generate ... -
Classify bird species audio by augment convolutional neural network
Jasim, Hasan Abdullah; Ahmed, Saadaldeen R.; Ibrahim, Abdullahi Abdu; Duru, Adil Deniz (Institute of Electrical and Electronics Engineers Inc., 2022)Using convolutional neural networks, this thesis aims to create a system for fully automated identification of bird species based on spectrogram images. Spectrogram analysis is more difficult when trying to make an advance ... -
Clean medical data and predict heart disease
Alkhafaji, Mohammed Jasim A.; Aljuboori, Abbas Fadhil; Ibrahim, Abdullahi Abdu (Institute of Electrical and Electronics Engineers Inc., 2020)The enormous data provided by the health care environment needs many important and powerful tools for analyzing and extracting data and accessing useful knowledge. Many researchers have been interested in applying many ... -
Cloud-based vehicle function in automotive software systems
Niazi, Abdul Qadeer Khan (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Day-to day the automotive software system industries are introducing several distinctive options. All of those features are handled with the assistance of electronic management Units (ECU). All the electronic units are ... -
A compact microstrip patch antenna with a graphene based reconfigurable bandgap
Mahdi, Sally (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Wireless communication has evolved into a necessary component of modern life on all scales, including personal, commercial, and industrial. The primary reason for this is the ease with which a wireless network can be ... -
A comparison of developed scheduling in apache flink framework
Fulfuli, Hayder Majeed Jaafar (Altınbaş Üniversitesi, 2021)Big data applications have matured to be one of the fundamental components in the information technology sector nowadays, a chance for executives has been furnished to accomplish perfect results, for business and economics. ... -
Comparison of machine learning classifier models for breast cancer prediction
Yavaş, Ali Enes (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Today, computer’s processing capabilities realized by several sectors and one of the most important one is healthcare. Healthcare providers trying to take advantage of Machine Learning during the decision, but the ... -
Control the maximum power point (MPP) during rapidly change of irradiation in partially shaded photovoltaic system using particle swarm optimization (PSO)
Alzerkani, Lilian Azeez Resen (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Photovoltaic energy is clean energy that has no environmental impacts, available for free and it’s widespread throughout the globe. In recent decades, we have noticed the increasing demand for renewable energy sources ... -
COVID-19 detection application based on hybrid deep learning technique
Al Khazraji, Aws Mohammed Hameed (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Due to the pandemic that we have had in recent years and the covid-19 virus that is causing this epidemic, especially in the lungs, and the diagnosis of this damage and this disease can be done with X-rays, we should ... -
Cyber security and healthcare an evolving understanding of risk
Yahya, Omar Hazim Yahya (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)In today's world, technology has entered our lives, from the daily lives of people to the business world, including all areas exactly the health sector of public and national security. Individuals, private and public ... -
DDOS attack by botnet infected IoT devices detected based on deep learning models
Al-Marsoomi, Omer Adil Hussein (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)The number of linked devices is increasing at an exponential rate since the advent of the Internet of Things (IoT). This expansion is generating more security problems, which are critical for network operators, IoT service ...
