Search Results - "Barakat, Basel"

Optimising Electrical Power Supply Sustainability Using a Grid-Connected Hybrid Renewable Energy System—An NHS Hospital Case Study by Kahwash, Fadi, Barakat, Basel, Taha, Ahmad, Abbasi, Qammer H., Imran, Muhammad Ali

“…This study focuses on improving the sustainability of electrical supply in the healthcare system in the UK, to contribute to current efforts made towards the…”
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Solar Irradiance Forecasting Using a Data-Driven Algorithm and Contextual Optimisation by Bendiek, Paula, Taha, Ahmad, Abbasi, Qammer H., Barakat, Basel

“…Solar forecasting plays a key part in the renewable energy transition. Major challenges, related to load balancing and grid stability, emerge when a high…”
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6G Opportunities Arising from Internet of Things Use Cases: A Review Paper by Barakat, Basel, Taha, Ahmad, Samson, Ryan, Steponenaite, Aiste, Ansari, Shuja, Langdon, Patrick M., Wassell, Ian J., Abbasi, Qammer H., Imran, Muhammad Ali, Keates, Simeon

“…The race for the 6th generation of wireless networks (6G) has begun. Researchers around the world have started to explore the best solutions for the challenges…”
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A Comparative Study of Single and Multi-Stage Forecasting Algorithms for the Prediction of Electricity Consumption Using a UK-National Health Service (NHS) Hospital Dataset by Taha, Ahmad, Barakat, Basel, Taha, Mohammad M. A, Shawky, Mahmoud A, Lai, Chun Sing, Hussain, Sajjad, Abideen, Muhammad Zainul, Abbasi, Qammer H

“…Accurately looking into the future was a significantly major challenge prior to the era of big data, but with rapid advancements in the Internet of Things…”
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Enhancing Transfer Learning Reliability via Block-Wise Fine-Tuning by Barakat, Basel, Huang, Qiang

“…Fine-tuning can be used to tackle domain specific tasks by transferring knowledge learned from pre-trained models. However, previous studies on fine-tuning…”
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Is the Zero-Wait Policy Always Optimum for Information Freshness (Peak Age) or Throughput? by Barakat, Basel, Keates, Simeon, Wassell, Ian, Arshad, Kamran

“…The zero-wait (ZW) policy is widely held to achieve maximum information "freshness," i.e., to achieve minimum peak age (PA) and maximum throughput, for…”
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Intelligent Management for Next Generation Communication Systems : Communication Systems Policies for Delivering Fresh Information by Barakat, Basel

“…Many Internet of Things (IoT) applications require information to be received and decision-making made in a timely manner. The Age-of-Information (AoI) metric…”
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Modelling IoT devices communication employing representative operation modes to reveal traffic generation characteristics by Barakat, Basel, Keates, Simeon, Wassell, Ian J., Arshad, Kamran

“…Several traffic models for the Internet of Things (IoT) have been proposed in the literature. However, they can be considered as heuristic models since they…”
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Empirical Evaluation of Public HateSpeech Datasets by Jaf, Sadar, Barakat, Basel

“…Despite the extensive communication benefits offered by social media platforms, numerous challenges must be addressed to ensure user safety. One of the most…”
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Coverage and capacity self-optimisation in LTE-Advanced using active antenna systems by Sharsheer, Mohammad, Barakat, Basel, Arshad, Kamran

“…In order to enhance the Long Term Evolution (LTE) network performance, the Third Generation Partnership Project (3GPP) introduced Coverage and Capacity…”
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Improving Reliability of Fine-tuning with Block-wise Optimisation by Barakat, Basel, Huang, Qiang

“…Finetuning can be used to tackle domain-specific tasks by transferring knowledge. Previous studies on finetuning focused on adapting only the weights of a…”
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AI-Based Fall Detection Using Contactless Sensing by Taha, Ahmad, Taha, Mohammad M.A., Barakat, Basel, Taylor, William, Abbasi, Qammer H., Ali Imran, Muhammad

“…Falls are a major health concern for the elderly as it threatens their livelihood and independence. Nearly 50% of the older adults, aged over 65 years old,…”
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Elevating Cybersecurity for Smart Grid Systems-A Container-Based Approach Enhanced by Machine Learning by Abukeshek, Mays, Barakat, Basel, Ajayi, Bamidele

“…This paper presents a comprehensive implementation of a cybersecurity solution for smart grid network containers. The methodology utilises (i) Qualys API-based…”
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Acoustic Emotion Analysis for Novel Detection of Alzheimer's Dementia by Sviderski, Marek, Barakat, Basel, Allen, Becky

“…Abstract Alzheimer's Dementia (AD) presents significant diagnostic challenges, particularly in terms of early detection, where traditional methods often fall…”
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Multi-Task Learning with Acoustic Features for Alzheimer's Disease Detection by Sviderski, Marek, Barakat, Basel, Allen, Becky, MacFarlane, Kate

“…This study explores the potential of acoustic features extracted from speech recordings for detecting Alzheimer's Dementia (AD), employing a comprehensive…”
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Exploring the Application of Transfer Learning in Malware Detection by Fine-tuning Pre-Trained Models on Binary Classification to New Datasets on Multi-class Classification by Ajayi, Bamidele, Barakat, Basel, McGarry, Ken, Abukeshek, Mays

“…This research presents a method for classifying malicious and benign binary files using Convolutional Neural Networks (CNNs), transitioning from binary to…”
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Privacy-Enhanced One-to-Many Biometric System Using Smart Contracts: A New Framework by Wells, Alec, Dajnowski, Norbert, Usman, Aminu Bello, Murray, John, Barakat, Basel

“…This paper presents a novel framework for one-to-many biometric systems by adapting decentralised storage over a centralised database solution, by leveraging…”
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Assessment of Inertial Measurement Units for Estimating Kinematic Data in Gait Analysis by Hassan, Mohamed, Barakat, Basel, Ibrahim, Mona Mohamed, Kamel, Ahmed M., Abukeshek, Mays

“…Accurate measurement of human joint angles during gait is crucial for understanding movement biomechanics and assessing musculoskeletal conditions. Inertial…”
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An adaptive hybrid scheduling algorithm for LTE-Advanced by Barakat, Basel, Arshad, Kamran

“…The 3 rd Generation Partnership Project (3GPP) introduced Long Term Evolution (LTE) in release 8, and afterwards it was updated significantly in later releases…”
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Energy efficient scheduling in LTE-advanced for Machine Type Communication by Barakat, Basel, Arshad, Kamran

“…Machine Type Communication (MTC) is gaining an enormous interest among communication industry and academia all around the world. The variety of services…”
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