Browsing by Author "Ibrahim, Abdullahi Abdu"
Now showing items 1-20 of 133
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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 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 ... -
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 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 ... -
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 ... -
Decentralized security and data integrity of blockchain using deep learning techniques
Al-Khafaji, Ali Khaleel Ibrahim (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Blockchain technology has been linked with Deep Learning for a long time now. There are many issues that are hinder the implementation of deep learning applications at a large scale. Surveys and studies from multiple ... -
Design and development of interconnected renewable energy sources focused on grid power inverter energy for sustainable development a review
Namaa, Hayder Makkee; Mohammed, Alaa Hamid; Raheem, Saeed Ahmed; Taha, Mohammed Yousif; Ibrahim, Abdullahi Abdu (Institute of Electrical and Electronics Engineers Inc., 2020)Expanding energy request because of quick industrialization, ecological worries about creation reliant on petroleum derivatives, declining fossil energy assets, clog of the transmission organization and weakening specialized ... -
Design and evolution of image encryption algorithm based on DNA computing and S-box of AES
Salman, Ali Abdulridha (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2021)Traditional cryptographic schemes are founded on strong theoretical and mathematical concepts. It is thus crucial to establish an important understanding that DNA encryption does not only negate tradition, but also develop ... -
Design and simulation of a dynamic smart parking system with image segmentation and deep learning
Taha, Mohammed Fouad Taha (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)Modern electronic technologies, such as videoconferences, radio, the internet, and satellite communications, have accelerated and energized people's lives across a range of economic sectors. However, in order to keep up ... -
Design application of network management by using API (application programming interface)
Al-Jaafar, Homam Eisam Almaz (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2021)Our daily lives depend heavily on devices, services and applications connected to the Internet. This reliance makes it more important than ever that the primary networks on which they depend are reliable, efficient and ... -
Design of an automated switch control for SCADA based power distribution system of primary substation by using PLC automation
Ismael, Abbas Hasan Ismael (Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2021)For the monitoring and collection of data of industrial processes, SCADA systems are commonly used throughout the industry. The project is based on a microcontroller and configuration software and has been designed to ...
