Search Results - "Almadhor, Ahmad"

Feedback-Oriented Intelligent Monitoring of a Storage-Based Solar Photovoltaic (PV)-Powered Microgrid with Mesh Networks by Almadhor, Ahmad

“…This paper proposes a mesh network-based communication architecture that can be used to monitor and control different elements in a microgrid. A solar…”
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AI-Driven Framework for Recognition of Guava Plant Diseases through Machine Learning from DSLR Camera Sensor Based High Resolution Imagery by Almadhor, Ahmad, Rauf, Hafiz Tayyab, Lali, Muhammad Ikram Ullah, Damaševičius, Robertas, Alouffi, Bader, Alharbi, Abdullah

“…Plant diseases can cause a considerable reduction in the quality and number of agricultural products. Guava, well known to be the tropics’ apple, is one…”
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Parkinson's Disease Management via Wearable Sensors: A Systematic Review by Mughal, Huma, Javed, Abdul Rehman, Rizwan, Muhammad, Almadhor, Ahmad S., Kryvinska, Natalia

“…Wearable technology has played an essential role in the Mobile Health (mHealth) sector for diagnosis, treatment, and rehabilitation of numerous diseases and…”
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Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity by Almadhor, Ahmad, Sampedro, Gabriel Avelino, Abisado, Mideth, Abbas, Sidra

“…Contemporary advancements in wearable equipment have generated interest in continuously observing stress utilizing various physiological indicators. Early…”
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Deepfake Audio Detection via MFCC features using Machine Learning by Hamza, Ameer, Javed, Abdul Rehman, Iqbal, Farkhud, Kryvinska, Natalia, Almadhor, Ahmad S., Jalil, Zunera, Borghol, Rouba

“…Deepfake content is created or altered synthetically using artificial intelligence (AI) approaches to appear real. It can include synthesizing audio, video,…”
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Multiobjective reconfiguration of unbalanced distribution networks using improved transient search optimization algorithm considering power quality and reliability metrics by Alanazi, Mohana, Alanazi, Abdulaziz, Almadhor, Ahmad, Memon, Zulfiqar Ali

“…This paper proposes a new intelligent algorithm named improved transient search optimization algorithm (ITSOA) integrated with multiobjective optimization for…”
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Adaptively Directed Image Restoration Using Resilient Backpropagation Neural Network by Nawaz, Waqas, Siddiqi, Muhammad Hameed, Almadhor, Ahmad

“…In this modern era, visual data transmission, processing, and analysis play a vital role in daily life. Image denoising is the process of approximately…”
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Strengthening network DDOS attack detection in heterogeneous IoT environment with federated XAI learning approach by Almadhor, Ahmad, Altalbe, Ali, Bouazzi, Imen, Hejaili, Abdullah Al, Kryvinska, Natalia

“…Due to the rising use of the Internet of Things (IoT), the connectivity of networks increases the risk of Distributed Denial of Service (DDoS) attacks…”
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Machine Learning for 5G MIMO Modulation Detection by Chikha, Haithem Ben, Almadhor, Ahmad, Khalid, Waqas

“…Modulation detection techniques have received much attention in recent years due to their importance in the military and commercial applications, such as…”
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Situation aware intelligent reasoning during disaster situation in smart cities by Saleem, Kiran, Akhtar, Salwa Muhammad, Nazir, Makia, Almadhor, Ahmad S., Zikria, Yousaf Bin, Ahmad, Rana Zeeshan, Kim, Sung Won

“…Investigating prior methodologies, it has come to our knowledge that in smart cities, a disaster management system needs an autonomous reasoning mechanism to…”
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Artificial intelligence framework for heart disease classification from audio signals by Abbas, Sidra, Ojo, Stephen, Al Hejaili, Abdullah, Sampedro, Gabriel Avelino, Almadhor, Ahmad, Zaidi, Monji Mohamed, Kryvinska, Natalia

“…As cardiovascular disorders are prevalent, there is a growing demand for reliable and precise diagnostic methods within this domain. Audio signal-based heart…”
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Cloud-based multiclass anomaly detection and categorization using ensemble learning by Shahzad, Faisal, Mannan, Abdul, Javed, Abdul Rehman, Almadhor, Ahmad S., Baker, Thar, Al-Jumeily OBE, Dhiya

“…The world of the Internet and networking is exposed to many cyber-attacks and threats. Over the years, machine learning models have progressed to be integrated…”
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A High-Capacity Optical Metro Access Network: Efficiently Recovering Fiber Failures with Robust Switching and Centralized Optical Line Terminal by Ullah, Rahat, Ullah, Sibghat, Almadhor, Ahmad, Alwageed, Hathal Salamah, Al-Atawi, Abdullah A, Ren, Jianxin, Chen, Shuaidong

“…This study proposes and presents a new central office (CO) for the optical metro access network (OMAN) with an affordable and distinctive switching system. The…”
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A hybrid algorithm (BAPSO) for capacity configuration optimization in a distributed solar PV based microgrid by Almadhor, Ahmad, Rauf, Hafiz Tayyab, Khan, Muhammad Attique, Kadry, Seifedine, Nam, Yunyoung

“…This paper proposes a hybrid algorithm for capacity configuration optimization of a solar PV-battery-based micro-grid. The hybrid algorithm (BAPSO), which is a…”
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A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures by Abbas, Sidra, Hejaili, Abdullah Al, Sampedro, Gabriel Avelino, Abisado, Mideth, Almadhor, Ahmad S., Shahzad, Tariq, Ouahada, Khmaies

“…The advancement of the communications system has resulted in the rise of the Internet of Things (IoT), which has increased the importance of cybersecurity…”
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Enhanced clustering based routing protocol in vehicular ad‐hoc networks by Naeem, Afia, Rizwan, Muhammad, Alsubai, Shtwai, Almadhor, Ahmad, Akhtaruzzaman, Md, Islam, Shayla, Rahman, Hameedur

“…A vehicular ad‐hoc network (VANET) is derived from a mobile ad‐hoc network that is a part of less infrastructure network design. Vehicular communication in…”
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An efficient deep recurrent neural network for detection of cyberattacks in realistic IoT environment by Abbas, Sidra, Alsubai, Shtwai, Ojo, Stephen, Sampedro, Gabriel Avelino, Almadhor, Ahmad, Hejaili, Abdullah Al, Bouazzi, Imen

“…The rapid growth of Internet of Things (IoT) devices has changed human interactions with the environment. IoT networks require specialized defense strategies…”
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Advancing Healthcare and Elderly Activity Recognition: Active Machine and Deep Learning for Fine- Grained Heterogeneity Activity Recognition by Abbas, Sidra, Sampedro, Gabriel Avelino, Alsubai, Shtwai, Ojo, Stephen, Almadhor, Ahmad S., Hejaili, Abdullah Al, Strazovska, Lubomira

“…This research explores the potential of technologies in human activity recognition among the elderly population. More precisely, using sensor data and…”
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An Optimized Hyperparameter of Convolutional Neural Network Algorithm for Bug Severity Prediction in Alzheimer’s-Based IoT System by Yousaf, Iqra, Anwar, Fareeha, Imtiaz, Salma, Almadhor, Ahmad S., Ishmanov, Farruh, Kim, Sung Won

“…Softwares are involved in all aspects of healthcare, such as booking appointments to software systems that are used for treatment and care of patients. Many…”
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Guaranteeing Correctness in Black-Box Machine Learning: A Fusion of Explainable AI and Formal Methods for Healthcare Decision-Making by Khan, Nadia, Nauman, Muhammad, Almadhor, Ahmad S., Akhtar, Nadeem, Alghuried, Abdullah, Alhudhaif, Adi

“…In recent years, Explainable Artificial Intelligence (XAI) has attracted considerable attention from the research community, primarily focusing on elucidating…”
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