Computer in education. (c1994) by Ezzedine, Maher

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Traffic fatality trends in four continents based micro level data for three decades by Hashim M. N. Al-Madani (19807239)

“…It took over three years to gather such data. Such large gathered data for such long period of time are yet not observed in the literature using the common means. …”

Contribution of Soft Skills Set of Project Managers on the Benefits Realization Management Process in the Construction Industry in UAE by Ensari, Suleyman

“…To interpret the collected data, different analysis, values, and coefficients have been used, such as arithmetic mean value, standard deviation, correlation, Cronbach’s Alpha, Regression, R Square, etc.. …”
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MCDFN: supply chain demand forecasting via an explainable multi-channel data fusion network model by Md Abrar Jahin (20108252)

“…MCDFN utilizes Convolutional Neural Networks (CNNs), Long Short-Term Memory networks (LSTMs), and Gated Recurrent Units (GRUs) to extract spatial and temporal features from time series data. Comparative benchmarking against seven other deep-learning models validates MCDFN’s efficacy, showing it outperforms its counterparts across key metrics with a mean squared error (MSE) of 23.5738, root mean squared error (RMSE) of 4.8553, mean absolute error (MAE) of 3.9991, and mean absolute percentage error (MAPE) of 20.1575%. …”

Lifestyle Disease Surveillance Using Population Search Behavior: Feasibility Study by Shahan Ali Memon (18812038)

“…<h3>Background</h3><p dir="ltr">As the process of producing official health statistics for lifestyle diseases is slow, researchers have explored using Web search data as a proxy for lifestyle disease surveillance. …”

An App for Navigating Patient Transportation and Acute Stroke Care in Northwestern Ontario Using Machine Learning: Retrospective Study by Ayman Hassan (14426412)

“…These data contained parameters regarding air (Ornge) and land medical transport (3 services), which were preprocessed and cleaned. …”

Towards electric digital twin grid: Technology and framework review by Md. Mhamud Hussen Sifat (17337913)

“…<p dir="ltr">The major hindrances in the energy system are ecological consciousness, lack of clean and sustainable energy management, insufficient energy distribution–transmission–optimization, expensive power transfer costs, and increased customer knowledge of energy charges. …”

Training in the UAE Context of Talent Management Initiatives: A Semi-Government Organisation Case Study by Al Suwaidi, Nawal Rashed

“…In this case study organisation there were problems relating to: lack of processing and implementation of appropriate training, and a lack of management awareness of the importance of TLD. …”
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Comparative Study of Deep Learning Models Versus Machine Learning Models for Wind Turbine Intelligent Health Diagnosis Systems by Rababaah, Aaron

“…Our approach is to propose a CNN model and test it against 6 conventional ML models of supervised learning models (multilayered perceptron, discriminant analysis classification and K-nearest neighbors) and unsupervised learning models (self-organizing maps, K-means clustering and Gaussian mixture model). For model testing, real data were acquired from the US National Renewable Energy Laboratory which includes sensor readings for number of critical parts of the gearbox for healthy and abnormal scenarios. …”
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Delay to Projects - Cause, Effect and Measures to Reduce/Eliminate Delay by Mitigation/Acceleration by Saeed, Shaikh Asif Abdus

“…The contractor further contributes to delay due to lack of resources and labor productivity. Over ambitious estimates, incorrect task assessment ,lack of task clarity, design/ approval delays and interference in the decision making process by the client add on to the delay. …”
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Taming the insurgent city by Halkort, Monika

“…One of the biggest challenges that this involved was the fact that no one has ever documented the spatial syntax of the camp. The lack of archival records has dearly demonstrated the critical significance of social and geographic data for political claimmaking under conditions of statelessness and un-belonging. …”
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Use of a two-parameter Weibull distribution for the description of the particle size effect on dust minimum explosible concentration by Asma Abousrafa (17991313)

“…Unfortunately, the comparison of the dust explosion properties reported in the literature for a given dust material is often difficult because of the lack of description of the particle size distribution which is usually limited only to scattered information about the median (<i>d</i>_<em>50</em>), mean, or one, two, or maximum three percentiles (e.g., <i>d</i>_<em>10</em>, <i>d</i>_<em>50</em>, and <i>d</i>_<em>90</em>). …”

Exploring Emirati EL teachers' beliefs about teaching and their relationship to classroom practices: a hermeneutic study by Valenzuela, Jacqueline Soledad

“…Eight teachers participated in this study for a period of eight months. The data were analyzed using a meaning-based interpretive approach that sought understanding at idiographic and nomothetic levels. …”
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Enablers and Barriers to Knowledge sharing in the UAE infrastructural projects by MOHAMED ALI AHMED, ALDHANHANI

“…The data was collected through a survey from 112 valid respondents. …”
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Effect of Implementing Sustainable Management Practices on Construction Claims Mitigation by Thabet, Zeina

“…The fragmented management of traditional construction projects, which mainly lacks the integration of project processes, often results in schedule delays and cost overruns leading to client dissatisfaction, quality defects, and increase in work accidents and injuries. …”
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Views and Concerns of Vocational Educators about the Adoption of the Reformed Vocational Curriculum: A Case Study Using Concerns-Based Adoption Model by HASSAN, SHENIN PARACKAL

“…Governance and structural reforms in the VET sector has been perceived as a means to address UAE’s alarmingly higher skills-gap challenges, enhance national workforce competencies, and establish training systems to meet 21st century skills demands. …”
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Interventions and impact of pharmacist-delivered services in perioperative setting on clinically important outcomes: a systematic review and meta-analysis by Lina Naseralallah (14146465)

“…A random-effect model was used to estimate the overall effect [odds ratio (OR) for dichotomous and standard mean difference (SMD) for continuous data] with 95% confidence intervals (CIs).…”

Implementation of corporate governance rules and procedures in lebanese firms by Elgammal, Walid

“…It also helps the organization to determine the means to achieve its objectives and monitor its performance. …”
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Discourse of multilateral economic sanctions. (c2007) by Hbous, Sina Bassam

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Director Engagement with Corporate Purpose: The Contribution and Potential of Institutional Investors by Neri, Selina

“…Using a case study approach, I collected data through a combination of 38 semi‐structured interviews with directors, investors and other participants, two participant observations, and documentary sources. …”
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