Browsing Engineering by Author "Ghadi, Yazeed Yasin"
Now showing items 41-60 of 77
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An Ingenious IoT Based Crop Prediction System Using ML and EL
Ramzan, Shabana; Ghadi, Yazeed Yasin; Aljuaid, Hanan; Mahmood, Aqsa; Ali, Basharat (Tech Science Press, 2024)Traditional farming procedures are time-consuming and expensive as based on manual labor. Farmers have no proper knowledge to select which crop is suitable to grow according to the environmental factors and soil characteristics. ... -
An Intelligent HealthCare Monitoring Framework for Daily Assistant Living
Ghadi, Yazeed Yasin; Khalid, Nida; Alsuhibany, Suliman A.; Al Shloul, Tamara; Jalal, Ahmad; Park, Jeongmin (Tech Science Press, 2022)Human Activity Recognition (HAR) plays an important role in life care and health monitoring since it involves examining various activities of patients at homes, hospitals, or offices. Hence, the proposed system integrates ... -
Intelligent Sign Language Recognition System for E-Learning Context
Hussain, Muhammad Jamil; Shaoor, Ahmad; Alsuhibany, Suliman A.; Ghadi, Yazeed Yasin; al Shloul, Tamara; Jalal, Ahmad; Park, Jeongmin (Tech Science Press, 2022)In this research work, an efficient sign language recognition tool for e-learning has been proposed with a new type of feature set based on angle and lines. This feature set has the ability to increase the overall performance ... -
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 ... -
An LSTM-Based Approach for Understanding Human Interactions Using Hybrid Feature Descriptors over Depth Sensors
Waheed, Manahil; Jalal, Ahmad; Alarfaj, Mohammed; Ghadi, Yazeed Yasin; Al Shloul, Tamara; Kamal, Shaharyar; Kim, Dong-Seong (Institute of Electrical and Electronics Engineers Inc., 2021)Over the past few years, automatic recognition of human interactions has drawn significant attention from researchers working in the field of Artificial Intelligence (AI). And feature extraction is one of the most critical ... -
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 ... -
MS-DLD: Multi-Sensors based Daily Locomotion Detection via Kinematic-Static Energy and Body-Specific HMMs
Ghadi, Yazeed Yasin; Javeed, Madiha; Alarfaj, Mohammed; Al shloul, Tamara; Al suhibany, Suliman A.; Jalal, Ahmad; Kamal, Shahary; Kim, Dong-Seong (Institute of Electrical and Electronics Engineers Inc., 2022)More adaptable and user-independent techniques are required for multi-sensors based daily locomotion detection (MS-DLD). This research study proposes a couple of locomotion detection methods using body-worn multi-sensors ... -
Multi-Chaos-Based Lightweight Image Encryption-Compression for Secure Occupancy Monitoring
Ghadi, Yazeed Yasin; Alsuhibany, Suliman A.; Ahmad, Jawad; Kumar, Harish; Boulila, Wadii; Alsaedi, Mohammed; Khan, Khyber; Bhatti, Shahzad A. (NLM (Medline), 2022)With the advancement of camera and wireless technologies, surveillance camera-based occupancy has received ample attention from the research community. However, camera-based occupancy monitoring and wireless channels, ... -
Multi-Person Tracking and Crowd Behavior Detection via Particles Gradient Motion Descriptor and Improved Entropy Classifier
Abdullah, Faisal; Ghadi, Yazeed Yasin; Gochoo, Munkhjargal; Jalal, Ahmad; Kim, Kibum (MDPI AG., 2021)To prevent disasters and to control and supervise crowds, automated video surveillance has become indispensable. In today’s complex and crowded environments, manual surveillance and monitoring systems are inefficient, labor ... -
Multiobjective and Coordinated Reconfiguration and Allocation of Photovoltaic Energy Resources in Distribution Networks Using Improved Clouded Leopard Optimization Algorithm
Alanazi, Mohana; Alanazi, Abdulmajeed; Aboras, Kareem M.; Ghadi, Yazeed Yasin (Wiley-Hindawi, 2024)In this paper, a multiobjective framework for simultaneous reconfiguration and allocation of photovoltaic (PV) energy resources in radial distribution networks is performed for minimizing the power losses, lowering network ... -
Mutual Coupling Reduction in Antenna Arrays Using Artificial Intelligence Approach and Inverse Neural Network Surrogates
Roshani, Saeed; Koziel, Slawomir; Yahya, Salah I.; Chaudhary, Muhammad Akmal; Ghadi, Yazeed Yasin; Roshani, Sobhan; Golunski, Lukasz (Multidisciplinary Digital Publishing Institute (MDPI), 2023)This paper presents a novel approach to reducing undesirable coupling in antenna arrays using custom-designed resonators and inverse surrogate modeling. To illustrate the concept, two standard patch antenna cells with 0.07λ ... -
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 ... -
A New Hybrid Forecasting Model Based on Dual Series Decomposition with Long-Term Short-Term Memory
Tang, Hao; Bhatti, Uzair Aslam; Li, Jingbing; Marjan, Shah; Baryalai, Mehmood; Assam, Muhammad; Ghadi, Yazeed Yasin; Mohamed, Heba G. (Wiley-Hindawi, 2023)In recent years, ozone (O3) has gradually become the primary pollutant plaguing urban air quality. Accurate and efficient ozone prediction is of great significance to the prevention and control of ozone pollution. The air ... -
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 New Noise Shaping Approach for Sigma-Delta Modulators Using Two-Stage Feed-Forward Delays and Hybrid MASH-EFM
Ijaz, Khalid; Adnan, Muhammad; Toor, Waqas Tariq; Butt, Muhammad Asim; Idrees, Muhammad; Ali, Usman; Hassan, Izaz; Ghadi, Yazeed Yasin; Awwad, Fuad A.; Abonazel, Mohamed R.; Ashraf, Syed Rehan (MDPI, 2023)Sigma-delta modulators use a noise-shaping technique to curtail the noise power in the band of interest during digital-to-analog conversion. Error feedback modulator employs an efficient noise transfer function for time ... -
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 data balancing approach and a deep fractal network with light gradient boosting approach for theft detection in smart grids
Naeem, Afrah; Javaid, Nadeem; Aslam, Zeeshan; Nadeem, Muhammad Imran; Ahmed, Kanwal; Ghadi, Yazeed Yasin; Alahmadi, Tahani Jaser; Ghamry, Nivin A.; Eldin, Sayed M. (Elsevier Ltd, 2023)Electricity theft is the largest type of non-technical losses faced by power utilities around the globe. It not only raises revenue losses to the utilities but also leads to lethal fires and electric shocks at distribution ... -
A Novel Hybrid Approach for Power Quality Improvement in a Vehicle-to-Grid Setup Using Droop-ANN Model
Aurangzeb, Muhammad; Xin, Ai; Iqbal, Sheeraz; Afzal, Muhammad Zeshan; Kotb, Hossam; AboRas, Kareem M.; Ghadi, Yazeed Yasin; Ngoussandou, Bello-Pierre (Hindawi Limited, 2023)The integration of electric vehicles (EVs) in the power grid has attracted considerable attention due to its potential benefits, such as demand response and power quality improvement. However, the intermittent and unpredictable ... -
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 ...