Browsing by Author "Ghadi, Yazeed Yasin"
Now showing items 21-40 of 79
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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 ... -
An efficient optimizer for the 0/1 knapsack problem using group counseling
Ghadi, Yazeed Yasin; AlShloul, Tamara; Nezami, Zahid Iqbal; Ali, Hamid; Asif, Muhammad; Aljuaid, Hanan; Ahmad, Shahbaz (PeerJ Inc., 2023)The field of optimization is concerned with determining the optimal solution to a problem. It refers to the mathematical loss or gain of a given objective function. Optimization must reduce the given problem's losses and ... -
Energy, economic and environmental analysis of fuzzy logic controllers used in smart buildings
Baniyounes, Ali M.; Ghadi, Yazeed Yasin; Zahia, Maryam Mahmoud Akho; Adwan, Eyad; Oliemat, Kalid (Institute of Advanced Engineering and Science, 2021)This article is divided into three parts: the first presents a simulation study of the effect of occupancy level on energy usage pattern of Engineering building of Applied Science Private university, Amman, Jordan. The ... -
Enhancing lung cancer diagnosis with data fusion and mobile edge computing using DenseNet and CNN
Zhang, Chengping; Aamir, Muhammad; Guan, Yurong; Al-Razgan, Muna; Awwad, Emad Mahrous; Ullah, Rizwan; Bhatti, Uzair Aslam; Ghadi, Yazeed Yasin (Springer Science and Business Media Deutschland GmbH, 2024-12)The recent advancements in automated lung cancer diagnosis through the application of Convolutional Neural Networks (CNN) on Computed Tomography (CT) scans have marked a significant leap in medical imaging and diagnostics. ... -
Enhancing patient healthcare with mobile edge computing and 5G: challenges and solutions for secure online health tools
Ghadi, Yazeed Yasin; Shah, Syed Faisal Abbas; Mazhar, Tehseen; Shahzad, Tariq; Ouahada, Khmaies; Hamam, Habib (Springer Science and Business Media Deutschland GmbH, 2024-12)Patient-focused healthcare applications are important to patients because they offer a range of advantages that add value and improve the overall healthcare experience. The 5G networks, along with Mobile Edge Computing ... -
Exergy analysis of day light using fuzzy logic controllers of Jordanian commercial buildings
Baniyounes, Ali M; Ghadi, Yazeed Yasin; Alnabulsi, Mazen (Institute of Advanced Engineering and Science, 2020)Saving energy and greenhouse gas emissions in commercial buildings become a very serious request of buildings’ designers and engineering crew. The goal behind the current research is to high light and demonstrate the outcome ... -
Exploring cross-cultural and gender differences in facial expressions: a skin tone analysis using RGB Values
Ali, Sajid; Khan, Muhammad Sharoze; Khan, Asad; Sarwar, Muhammad Abdullah; Syam, Ms; Aamir, Muhammad; Ghadi, Yazeed Yasin; Alkahtani, Hend Khalid; Mostafa, Samih M. (Springer Science and Business Media Deutschland GmbH, 2023-12)Facial expressions serve as crucial indicators of an individual's psychological state, playing a pivotal role in face-to-face communication. This research focuses on advancing collaboration between machines and humans by ... -
A Fast Surrogate Model-Based Algorithm Using Multilayer Perceptron Neural Networks for Microwave Circuit Design
Jamshidi, Mohammad; Yahya, Salah I.; Roshani, Saeed; Chaudhary, Muhammad Akmal; Ghadi, Yazeed Yasin; Roshani, Sobhan (Multidisciplinary Digital Publishing Institute (MDPI), 2023)This paper introduces a novel algorithm for designing a low-pass filter (LPF) and a microstrip Wilkinson power divider (WPD) using a neural network surrogate model. The proposed algorithm is applicable to various microwave ... -
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 ... -
Frequency Control of a Realistic Dish Stirling Solar Thermal System and Accurate HVDC Models Using a Cascaded FOPI-IDDN-Based Crow Search Algorithm
Babu, Naladi Ram; Bhagat, Sanjeev Kumar; Chiranjeevi, Tirumalasetty; Pushkarna, Mukesh; Saha, Arindita; Kotb, Hossam; Aboras, Kareem M.; Alsaif, Faisal; Alsulamy, Sager; Ghadi, Yazeed Yasin; Hermann, Djeudjo Temene (Hindawi Limited, 2023)Unbalancing the real power in power system leads to fluctuation in system frequency which can cause the several negative effects on the performance and reliability of the interconnected power system. Therefore, to deal ... -
Functions of fuzzy logic based controllers used in smart building
Baniyounes, Ali M.; Ghadi, Yazeed Yasin; Radwan, Eyad; Al-Olimat, Khalid S. (Institute of Advanced Engineering and Science, 2022)The main aim of this study is to support design and development processes of advanced fuzzy-logic-based controller for smart buildings e.g., heating, ventilation and air conditioning, heating, ventilation and air conditioning ... -
Genetic algorithm optimization of heliostat field layout for the design of a central receiver solar thermal power plant
Haris, Muhammad; Rehman, Atiq Ur; Iqbal, Sheeraz; Athar, Syed Owais; Kotb, Hossam; AboRas, Kareem M.; Alkuhayli, Abdulaziz; Ghadi, Yazeed Yasin; Kitmo (Elsevier Ltd, 2023-11)The heliostat field layout in a central receiver solar thermal power plant has significant optical losses that can ultimately affect the overall output power of the plant. In this paper, an optimized heliostat field layout ... -
Global warming’s grip on agriculture: Strategies for sustainable production amidst climate change using regression based prediction
Zhang, Chengping; Lyu, Chengzhi; Hao, Tang; Liu, Jinru; Sarhan, Nadia; Awwad, Emad Mahrous; Ghadi, Yazeed Yasin (Pensoft Publishers, 2024)The intersection of climate change and food production is emerging as a critical area of research, focusing on both the potential benefits and the significant challenges posed by changing climate conditions. Elevated levels ... -
Home Automation-Based Health Assessment along Gesture Recognition via Inertial Sensors
Rustam, Hammad; Muneeb, Muhammad; Alsuhibany, Suliman A.; Ghadi, Yazeed Yasin; Al Shloul, Tamara; Jalal, Ahmad; Park, Jeongmin (Tech Science Press, 2023)Hand gesture recognition (HGR) is used in a numerous applications, including medical health-care, industrial purpose and sports detection. We have developed a real-time hand gesture recognition system using inertial sensors ... -
Human Pose Estimation and Object Interaction for Sports Behaviour
Arif, Ayesha; Ghadi, Yazeed Yasin; Alarfaj, Mohammed; Jalal, Ahmad; Kamal, Shaharyar; Kim, Dong-Seong (Tech Science Press, 2022)In the new era of technology, daily human activities are becoming more challenging in terms of monitoring complex scenes and backgrounds. To understand the scenes and activities from human life logs, human-object interaction ... -
Human–Computer Interaction and Participation in Software Crowdsourcing
Khan, Habib Ullah; Ali, Farhad; Ghadi, Yazeed Yasin; Nazir, Shah; Ullah, Inam; Mohamed, Heba G. (MDPI, 2023)Improvements in communication and networking technologies have transformed people’s lives and organizations’ activities. Web 2.0 innovation has provided a variety of hybridized applications and tools that have changed ... -
Hybrid Climate Forecasting: Variational Mode Decomposition and Convolutional Neural Network with Long-Term Short Memory
Han, Huimin; Bazai, Sibghat Ullah; Bhatti, Mughair Aslam; Basit, Abdul; Wahid, Abdul; Bhatti, Uzair Aslam; Ghadi, Yazeed Yasin; Algarni, Abdulmohsen (HARD Publishing Company, 2024)Ozone (O3) pollution has surfaced as a significant threat to urban air quality in contemporary years. The precise and efficient forecast of ozone levels is fundamental in the mitigation and management of ozone pollution. ... -
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. ... -
Impact of 3G and 4G Technology Performance on Customer Satisfaction in the Telecommunication Industry
Haq, Inayatul; Soomro, Jahangeer Ahmed; Mazhar, Tehseen; Ullah, Ikram; Shloul, Tamara Al; Ghadi, Yazeed Yasin; Ullah, Inam; Saad, Aldosary; Tolba, Amr (MDPI, 2023)This study investigates the impact of factors (network coverage, customer service, video calls, and downloading Speed) of 3G and 4G telecommunication services performance on customer satisfaction in the Punjab region of ...