Optimized ensemble deep learning framework for scalable forecasting of dynamics containing extreme events حسب Ray, Arnob

"…In this circumstance, the proposed optimized ensemble deep learning (OEDL) model based on a best convex combination of feed-forward neural networks, reservoir computing, and long short-term memory can play a key role in advancing predictions of dynamics consisting of extreme events. …"
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Establishing a certificate in the analysis of medical data: a cross-sectional evaluation of a continuing professional development course in biostatistics in for healthcare professi... حسب Saima Ali (5393201)

"…The surveys assessed perceived changes in knowledge and competence, achievement of course objectives, barriers to certificate completion, and long-term outcomes such as manuscript development and publication.…"

A Decade of Open Access Funding in Qatar: from challenges to opportunities حسب Alwaleed Alkhaja (13761787)

"…This fund, which is the only national consortium-supported fund in the region, aligns with QNL's goal of providing long-term open access to all research outputs from Qatar. …"

Testosterone treatment and change of categories of the International prostate symptom score (IPSS) in hypogonadal patients: 12 years prospective controlled registry study حسب Aksam Yassin (14779204)

"…IPSS was recorded at both baseline and at final recorded visit for each patient. Long-term TTh with TU in hypogonadal men resulted in significant improvements in IPSS categories, even in patients with severe symptoms at baseline. …"

A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet حسب Mert Onur Cakiroglu (22927777)

"…Our approach is multi-faceted, involving: 1) encoding time series data as a dBG; 2) the application of graph representation learning, specifically struct2vec, to distill salient features from dBG constructed from time series and 3) the seamless integration of these extracted features into the state of the art TimesNet model to bolster short-term forecasting accuracy. Empirical evaluations conducted on the M4 datasets illustrate that our approach not only maintains the intrinsic dynamics of the time series but also achieves notable improvements in forecasting performance across diverse datasets. …"

A comprehensive review of oil residues in the world oceans: types, characteristics, sources and distribution حسب Kaiprath Puthiyapurayil Haseeba (21392966)

"…The review also highlights the urgent need for long-term monitoring, standardized methodologies, and improved risk assessment to inform effective management, particularly in tourism-dependent coastal regions.…"

Advancements of metal-organic frameworks for atmospheric water harvesting and climate control حسب Yassmin Ibrahim (17821160)

"…However, challenges such as ensuring long-term stability, scalability, and managing energy consumption in active systems persist. …"

Geospatial Assessment of Healthcare Accessibility and Equity in Qatar in Preparation for the 2022 FIFA World Cup حسب Ammar Abulibdeh (15785928)

"…The policy implications are that healthcare service planning should be integrated with urban development and transport networks for sustainable improvement in healthcare access. Thus, investment in infrastructure, strategic planning of locations, and addressing residual disparities are crucial for the long-term healthcare equity and system resilience of Qatar’s healthcare system.…"

Scalable Behavioral Models and Predistorters for Broad Band Power Amplifiers حسب Ali, Asma Asim

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An empirical study on measuring operating efficiency and revenue of real estate assets in the UAE using data envelopment analysis حسب Alafifi, Abdulrahman

"…The results showed that on average buildings are 75% relatively less efficient in maintenance, in term of revenue generation, than the benchmark set. …"
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Mergers & acquisitions in the Lebanese banking Industry. (c2002) حسب Hajj, Rania El

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National Ambulance Service’s Preparation for the FIFA World Cup Qatar 2022^TM حسب Montaha Khaled Chakif (18505072)

"…Hosting the 2022 WC has resulted in long term benefits for the pre-hospital emergency medical services in Qatar.…"

Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models حسب Saad Hameed (6488738)

"…Comprehensive experiments across three scenarios—(1) optimizing the Rastrigin function, (2) using Long Short-Term Memory (LSTM) networks for time series regression, and (3) using Convolutional Neural Networks (CNNs) for material classification—show that the method significantly improves convergence rates and lowers computational costs. …"

Gene therapy for spinal muscular atrophy: the Qatari experience حسب Hossamaldein Gaber Ali (14152632)

"…This study describes the short-term outcomes and safety of onasemnogene abeparvovec, which is well tolerated and shows promise for early efficacy.…"

Test case generation for path coverage. (c2000) حسب Salame, Miran

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A hybrid cryptosystem based on WEP for 802.11 networks حسب Haraty, Ramzi A.

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State-of-the-Art Aircraft Icing and Anti-Icing Simulation حسب Saeed, Farooq

"…The paper gives a brief description of the various state-of-the-art mathematical models used to simulate ice accretion and anti-icing simulation on an aircraft wing section. …"
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Turbo-charging dominating set with an FPT subroutine حسب Abu-Khzam, Faisal N.

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Safety and effectiveness of interference RNA (RNAi) based therapeutics in cardiac failure: A systematic review حسب Muhammad Nabeel Saddique (19757076)

"…Further research on optimizing delivery methods, improving target specificity, evaluating long-term safety profiles and cost-effectiveness to fully realize their potential.…"

Opening the heart and absorbing the pain حسب Nature Research (16552612)

"…The team believes long-term evaluation of these patients will be important to determine whether Absorb BVS-treated patients fare well due to encouraging observations that this stent also helps blood vessels repair themselves.…"