Browsing Others by Author "Ghadi, Yazeed Yasin"
Now showing items 1-17 of 17
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Breaking down linguistic complexities: A structured approach to aspect-based sentiment analysis
Ahmed, Kanwal; Nadeem, Muhammad Imran; Zheng, Zhiyun; Li, Dun; Ullah, Inam; Assam, Muhammad; Ghadi, Yazeed Yasin; Mohamed, Heba G. (King Saud bin Abdulaziz University, 2023-09)Aspect-based sentiment analysis refers to the task of determining the sentiment polarity associated with particular aspects mentioned in a sentence or document. Previous studies have used attention-based neural network ... -
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. ... -
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 ... -
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 ... -
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 ... -
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. ... -
Investigating Maps of Science Using Contextual Proximity of Citations Based on Deep Contextualized Word Representation
Roman, Muhammad; Shahid, Abdul; Khan, Shafiullah; Yu, Lisu; Asif, Muhammad; Ghadi, Yazeed Yasin (Institute of Electrical and Electronics Engineers Inc., 2022)The citation intent extraction and classification has long been studied as it is a good measure of relevancy. Different approaches have classified the citations into different classes; including weak and strong, positive ... -
A Meta-Heuristic Sustainable Intelligent Internet of Things Framework for Bearing Fault Diagnosis of Electric Motor under Variable Load Conditions
Bristi, Swarnali Deb; Tatha, Mehtar Jahin; Ali, Md. Firoj; Bhatti, Uzair Aslam; Sarker, Subrata K.; Masud, Mehdi; Ghadi, Yazeed Yasin; Algarni, Abdulmohsen; Saha, Dip K. (Multidisciplinary Digital Publishing Institute (MDPI), 2023-12)The study introduces an Intelligent Diagnosis Framework (IDF) optimized using the Grasshopper Optimization Algorithm (GOA), an advanced swarm intelligence method, to enhance the precision of bearing defect diagnosis in ... -
Modeling of Multi-Level Planning of Shifting Bottleneck Resources Integrated with Downstream Wards in a Hospital
Tayyab, Aisha; Ullah, Saif; Mahmood, Toqeer; Ghadi, Yazeed Yasin; Latif, Bushra; Aljuaid, Hanan (MDPI, 2023)Featured Application: The proposed model in this research is significant for hospitals for effective and efficient planning and scheduling of their resources. It has practical significance in a hospital where the whole ... -
A New ANN Technique for Short-Term Wind Speed Prediction Based on SCADA System Data in Turkey
Reja R.K.; Amin, Ruhul; Tasneem, Zinat; Abhi, Sarafat Hussain; Bhatti, Uzair Aslam; Sarker, Subrata Kumar; Ain, Qurat ul; Ghadi, Yazeed Yasin (Multidisciplinary Digital Publishing Institute (MDPI), 2023-10)The restored interest now receives renewable energy due to the global decline in greenhouse gas emanations and fossil fuel combustion. The fasted growing energy source, wind energy generation, is recognized as a clean ... -
Revolutionizing Diabetes Diagnosis: Machine Learning Techniques Unleashed
Shaukat, Zain; Zafar, Wisal; Ahmad, Waqas; Haq, Ihtisham Ul; Husnain, Ghassan; Al-Adhaileh, Mosleh Hmoud; Ghadi, Yazeed Yasin; Algarni, Abdulmohsen (Multidisciplinary Digital Publishing Institute (MDPI), 2023-11)The intricate and multifaceted nature of diabetes disrupts the body’s crucial glucose processing mechanism, which serves as a fundamental energy source for the cells. This research aims to predict the occurrence of diabetes ... -
Revolutionizing Small-Scale Retail: Introducing an Intelligent IoT-based Scale for Efficient Fruits and Vegetables Shops
Zargham, Abdullah; Haq, Ihtisham Ul; Alshloul, Tamara; Riaz, Samad; Husnain, Ghassan; Assam, Muhammad; Ghadi, Yazeed Yasin; Mohamed, Heba G. (Multidisciplinary Digital Publishing Institute (MDPI), 2023)In the bustling streets of Pakistan, small-scale fruits and vegetables shops stand as vital hubs of daily life. These humble establishments are where people flock to satisfy their everyday needs. However, the traditional ... -
Towards explainability for AI-based edge wireless signal automatic modulation classification
Xu, Bo; Bhatti, Uzair Aslam; Tang, Hao; Yan, Jialin; Wu, Shulei; Sarhan, Nadia; Awwad, Emad Mahrous; M. S, Syam; Ghadi, Yazeed Yasin (Springer Science and Business Media Deutschland GmbH, 2024-12)With the development of artificial intelligence technology and edge computing technology, deep learning-based automatic modulation classification (AI-based AMC) deployed at edge devices using centralised or distributed ...