Applying Graph Neural Networks to the Decision Version of Graph Combinatorial Optimization Problems by Raka Jovanovic (17947838)

“…<p dir="ltr">In recent years, there has been a significant increase in the application of graph neural networks on a wide range of different problems. …”

The bus sightseeing problem by Qian Hu (205735)

“…On the contrary, they are selected in pursuit of maximizing the profit collected from them. Significant research focus has been directed toward profitable routing variants due to the practical importance of their applications and their interesting structure, which jointly optimizes node selection and routing decisions. …”

Simulation Based Optimization of Logistics Decisions Under Horizontal Collaboration by Hammoud, Shaza Mouhib

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A Bayesian Approach to Feature Selection in Classification Problems by Emarly, Maher

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Design-Construction Interface Problems in Sustainable Construction Projects in the UAE by Al Qasem, Dana

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A distributed genetic algorithm for deterministic and stochastic labor scheduling problems by Mansour, Nashat

“…These decisions have been modeled as generalized set covering (GSC) problems, deterministic goal programs (DGP), and stochastic goal programs (SGP); each a challenging optimization problem. …”
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Decision Making Based on Data Analysis Involving Different Stakeholders in Secondary Public and Private Schools of Dubai by AL-AZZAM, BAYAN AHMAD

“…The core of this research is to assess the extent of data availability, its use in decision-making process and assess the decision-making process’s participatory. …”
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Morphological changes in amblyopic eyes in choriocapillaris and Sattler’s layer in comparison to healthy eyes, and in retinal nerve fiber layer in comparison to fellow eyes through... by Masri, Oussama Samer

“…Results The method of measuring reflectivity is good to excellent reliability for all regions of interest except the fourth. The mean reflectivity of the choriocapillaris and Sattler’s layer in amblyopic eyes were significantly lower than in healthy eyes (p = 0.003 and p = 0.008 respectively). …”
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Using Mobile Technology for Coordinating Educational Plans and Supporting Decision Making Through Reinforcement Learning in Inclusive Settings by Siyam, Nur

“…The proposed work presents four significant contributions, namely identifying the key design principles to inform the design of a coordination mobile app for special education, developing and implementing the IEP-Connect mobile app, modelling the selection of a motivator as a Markov Decision Process (MDP), and proposing a Reinforcement Learning (RL) framework to recommend a motivator to be used with students with SEND in a given learning setting. …”
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A first step towards the resolution of the starvation problem in multi-point-to-point ICRCNs by Fawaz, Wissam

“…In this case, it is observed that a subset of these source SRUs may suffer from a significant starvation problem. In this letter, first, an Markov Decision Process (MDP) framework is established for the purpose of identifying a suitable Bulk Release Decision Policy (BRDP). …”
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Dynamic Hybrid Cross-Docking Model with Multiple Truck Types by Holla, Sitara

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Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action by Yogesh K., Dwivedi

“…It is widely recognized that technology in all its forms, is an important and integral element of the solution, but industry and wider society also view technology as being part of the problem. Increasingly, researchers are referencing the importance of responsible digitalization to eliminate the significant levels of e-waste. …”
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Dynamic loss aversion and hyperbolic time-weighted decision-making in short-term self-scheduling of local multi-carrier energy systems with environmental sustainability programs by Sobhan Dorahaki (20545670)

“…Traditional economic models used in the LMCES self-scheduling problem often assume purely rational decision-making. …”

Protecting Smart Homes: A study on AI approaches to Detect Malwares and Developing a Two Factor Authentication System Based on SRAM PUF For Smart Home Users in UAE by ALSHAMSI, OMAR KHALIFA ALI ALREZI

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Queuing-Based Optimization of EV Charging Stations: A Case Study of Manama City, Bahrain by Albinali, Hamad A.Rahman

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An ANP Approach for Selecting a Sustainable Learning Technology Intervention for Development by Raji, Maryam

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Job satisfaction and organizational climate in the UAE work context by Al Shaer, Jamal

“…Moreover, the results lead to the rejection of all test hypotheses resulting in the conclusion that employees’ job satisfaction within the UAE is significantly affected by the organisational climate, decision making environment, psychological contract, organisational justice and performance-reward relationship. …”
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Artificial Intelligence in Enhancing Syncope Management - An Update by Alifiya Aamir (17032323)

“…AI-powered clinical decision support tools can improve patient evaluation and resource utilization. …”

Hyper-Hypo study: A Retrospective Observational Study of Neonatal Hypoglycemia Related to Maternal Hypertension by Thiruveni Ramkumar (17075051)

“…On the other hand, neonates of hypertensive mothers administered with methyldopa showed a significant decrease of initial blood glucose reading.…”

Rescue cerclage by Khoury, Alfred

“…Advanced dilation of 3 cm and/or prolapsed membranes (n = 18) did not decrease the likelihood of reaching 28 weeks. Mean gestational age at delivery for this subset of patients was 30.7 ± 7.2 weeks. …”
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