Browsing Computer Engineering by Author "Ghadi, Yazeed Yasin"
Now showing items 1-10 of 10
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Deep learning-based marine big data fusion for ocean environment monitoring: Towards shape optimization and salient objects detection
Khan, Sulaiman; Ullah, Inam; Ali, Farhad; Shafiq, Muhammad; Ghadi, Yazeed Yasin; Kim, Taejoon (Frontiers Media S.A., 2023)Objective: During the last few years, underwater object detection and marine resource utilization have gained significant attention from researchers and become active research hotspots in underwater image processing and ... -
An efficient deep learning model for brain tumour detection with privacy preservation
Rehman, Mujeeb Ur; Shafique, Arslan; Khan, Imdad Ullah; Ghadi, Yazeed Yasin; Ahmad, Jawad; Alshehri, Mohammed S.; Al Qathrady, Mimonah; Alhaisoni, Majed; Zayyan, Muhammad H. (John Wiley and Sons Inc, 2023)Internet of medical things (IoMT) is becoming more prevalent in healthcare applications as a result of current AI advancements, helping to improve our quality of life and ensure a sustainable health system. IoMT systems ... -
FireXnet: an explainable AI-based tailored deep learning model for wildfire detection on resource-constrained devices
Ahmad, Khubab; Khan, Muhammad Shahbaz; Ahmed, Fawad; Driss, Maha; Boulila, Wadii; Alazeb, Abdulwahab; Alsulami, Mohammad; Alshehri, Mohammed S.; Ghadi, Yazeed Yasin; Ahmad, Jawad (Springer Science and Business Media Deutschland GmbH, 2023)Background: Forests cover nearly one-third of the Earth’s land and are some of our most biodiverse ecosystems. Due to climate change, these essential habitats are endangered by increasing wildfires. Wildfires are not just ... -
IGWO-IVNet3: DL-Based Automatic Diagnosis of Lung Nodules Using an Improved Gray Wolf Optimization and InceptionNet-V3
Bilal, Anas; Shafiq, Muhammad; Fang, Fang; Waqar, Muhammad; Ullah, Inam; Ghadi, Yazeed Yasin; Long, Haixia; Zeng, Rao (MDPI, 2022)Artificial intelligence plays an essential role in diagnosing lung cancer. Lung cancer is notoriously difficult to diagnose until it has progressed to a late stage, making it a leading cause of cancer-related mortality. ... -
A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering
Ullah, Safi; Ahmad, Jawad; Khan, Muazzam A.; Alkhammash, Eman H.; Hadjouni, Myriam; Ghadi, Yazeed Yasin; Saeed, Faisal; Pitropakis, Nikolaos (MDPI, 2022)The Internet of Things (IoT) is a widely used technology in automated network systems across the world. The impact of the IoT on different industries has occurred in recent years. Many IoT nodes collect, store, and process ... -
A Novel Combined DenseNet and Gated Recurrent Unit Approach to Detect Energy Thefts in Smart Grids
Naeem, Afrah; Aslam, Zeeshan; Shloul, Tamara Al; Naz, Aqdas; Nadeem, Muhammad Imran; Al-Adhaileh, Mosleh Hmoud; Ghadi, Yazeed Yasin; Mohamed, Heba G. (Institute of Electrical and Electronics Engineers Inc., 2023)Due to the illegal use of electricity, non-technical losses are exponentially increasing in electricity distribution systems day by day. With the debut of smart meters in the smart grid, new electricity theft attacks are ... -
A Novel Parallel Computing Confidentiality Scheme Based on Hindmarsh-Rose Model
Ahmad, Jawad; Al Qathrady, Mimonah; Alshehri, Mohammed S.; Ghadi, Yazeed Yasin; Rehman, Mujeeb Ur; Shah, Syed Aziz (Tech Science Press, 2023-08-30)Due to the inherent insecure nature of the Internet, it is crucial to ensure the secure transmission of image data over this network. Additionally, given the limitations of computers, it becomes even more important to ... -
Optimization of fuzzy rules using neural network to control mobile robot in non-structured environment
Abubaker, Ayman A; Ghadi, Yazeed Yasin (Institute of Advanced Engineering and Science, 2023-10)It is still a challenge for all authors to control an autonomous mobile robot in an unstructured environment. The purpose of this paper is to propose a new control method for mobile robots in unstructured environments using ... -
Sensors-Based Ambient Assistant Living via E-Monitoring Technology
Hafeez, Sadaf; Ghadi, Yazeed Yasin; Alarfaj, Mohammed; al Shloul, Tamara; Jalal, Ahmad; Kamal, Shaharyar; Kim, Dong-Seong (Tech Science Press, 2022)Independent human living systems require smart, intelligent, and sustainable online monitoring so that an individual can be assisted timely. Apart from ambient assisted living, the task of monitoring human activities plays ... -
Texture features analysis technique to detect mass lesion in digitized mammogram images
Abubaker, Ayman A.; Ghadi, Yazeed Yasin (Institute of Advanced Engineering and Science, 2023)Mass lesions are one of the breast cancer tumors. Mammogram images are the first screening tool to detect tumors in the women breast, but due to radiologist fatigue, number of false positive (FP) and false negative (FN) ...