Development and Validation of a Class Imbalance-Resilient Cardiac Arrest Prediction Framework Incorporating Multiscale Aggregation, ICA and Explainability by Iffa Afsa C M (22304104)

“…SPFF integrates with ICA to eliminate information redundancy and enhance model efficiency. We have developed and validated the approach using the public MIMIC IV dataset. …”

A Framework for Predictive Modeling in Sustainable Projects by Labban, Tarek

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Security Supply Chain Using UAVs: Validation and Development of a UAV-Based Model for Qatar’s Mega Sporting Events by Khalifa AL-Dosari (17931434)

“…The literature comprises several theoretical frameworks and conceptual models for security supply chains. …”

Green-Agile Maturity Model: An Evaluation Framework for Global Software Development Vendors by Nasir Rashid (16891509)

Automation in Construction Project Execution – A Theoretical Framework by Alsheikh, Yousef Awni

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BIM-Enabled Conflict Management Framework for Construction Project Success in the UAE by AL HIN, SAIF

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ECP: Error-Aware, Cost-Effective and Proactive Network Slicing Framework by Amr E. Aboeleneen (19237135)

AI-driven cybersecurity framework for software development based on the ANN-ISM paradigm by Habib Ullah Khan (12024579)

“…The study introduces a novel ANN-ISM framework integrating AI tools with cybersecurity modeling formalisms. …”

Hierarchical Fuzzy Framework for EV Supported Islanded Microgrid Frequency Stabilization by Abdul Latif (8829644)

Framework for rapid design and optimisation of immersive battery cooling system by Ali Almshahy (23544823)

“…A conjugate heat transfer model for a 3S2P pouch cell module (20 Ah LiFePO₄) is developed and validated against experimental data (< 2% error). …”

A novel intrusion detection framework for optimizing IoT security by Abdul Qaddos (20748779)

A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems by Mariam Elnour (14147790)

“…A MATLAB/Simulink-based simulation model of the process validated with actual data from a local plant is used. …”

Decision Support Model for Optimal Design of Wind Technologies Based Techno–Economic Approach by Fatima-Azahraa Bourhim (16876020)

“…A developed decision support model based a comprehensive wind turbine modeling and a constrained techno-economic optimization framework is presented. …”

A novel IoT intrusion detection framework using Decisive Red Fox optimization and descriptive back propagated radial basis function models by Osama Bassam J. Rabie (21323741)

“…Here, the proposed DRF-DBRF security model's performance is validated and tested using five different and popular IoT benchmarking datasets. …”

Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection by Mamun Or Rashid (21976373)

The Determinants of Cryptocurrency Adoption: An Integrated Framework for the UAE by NICOLAS, SALAM IBRAHIM EL KHOURI

“…Using Partial Least Squares Structural Equation Modelling (PLS-SEM) via WarpPLS 8.0, the analysis evaluates the measurement and structural models for reliability, validity, and predictive power. …”
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A Data-Driven Decision-Making Framework for Fleet Management in the Government Sector of Dubai by ALGHANEM, HANI SUBHI MOHD

“…These models are applied on top of ISO 55001 to create A data-driven decision-making framework for fleet management in the government sector of Dubai. …”
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A Framework for Assessing Commitment Indicators in Sustainable Development Decisions by Al-Tekreeti, Mustafa Sahban

“…The study created then validated an index to track this commitment along the project stages: the Sustainable Development Commitment Tracking Tool (SDCTT). …”
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Digital Forensics Framework for Investigating Hyperledger Fabric Blockchain Networks by AL BARGHUTHI, NEDAA BAKER JAMIL

“…The numerical data extracted from the proposed framework has been verified and validated using various samples to test this framework. …”
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A Proposal of an Information Security Framework for Geospatial Data and Systems Case Study: Abu Dhabi Government by ELSAYED, HAMDY

“…In the conclusion of this research, the proposed security framework is validated and insights are provided on the importance of the behavioural attitude and perceptions of the users in studied organisations towards implementing the geospatial security framework in Abu Dhabi government. …”
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