Multi-Classifier Tree With Transient Features for Drift Compensation in Electronic Nose by Atiq Ur Rehman (8843024)

“…In this paper, these two problems of `sensors long term drift' and `delayed response' are solved simultaneously to propose a robust and fast electronic nose system, with following merits: (i) only initial transient state features are used in the proposed system without waiting for the sensors to reach a steady state, (ii) a modified boxplot approach is used to handle noisy/drifted data points as a preprocessing step before the classification setup, (iii) a heuristic tree classification approach with optimized transient features is proposed, (iv) the proposed approach only relies on adapted ML methods contrary to the traditional approaches like system recalibration or sensors replacement for handling sensors drift, and (v) the proposed ML model does not require any target domain data and uses only the source domain data for learning the classifier, opposed to the other ML solutions available in the existing literature. …”

Eye-Clustering: An Enhanced Centroids Prediction for K-means Algorithm by Nasser, Youssef

“…The proposed method, named Eye-means, emulates the natural ocular process of estimating initial centroids. …”
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A critical review of phase change material composite performance through Figure-of-Merit analysis: Graphene vs Boron Nitride by Usman Bin Shahid (14152089)

“…We also employ here, for the first time, a figure-of-merit (FOM) approach to critically assess the impact of the filler type and loading, the processing method, and the PCM matrix on the performance of these PCM composites. …”

Fleet sizing of trucks for an inter-facility material handling system using closed queueing networks by Mohamed Amjath (17542512)

“…This study proposes an analytical method based on sequential quadratic programming (SQP) methodology coupled with a mean value analysis (MVA) algorithm to solve this NP-Hard problem. …”

Shrimp closed-loop supply chain network design by Behzad Mosallanezhad (14150604)

“…Finally, the results confirm that the SSC model and the solution methods are effective and useful to achieve cost savings.…”

Damage assessment & recovery from malicious transactions using data dependency for deffensive information warfare. (c2006) by Zeitunlian, Arda

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Damage assessment and recovery from malicious transactions using data dependency for defensive information warfare by Haraty, Ramzi A.

“…To make the process of damage assessment and recovery fast and efficient and in order not to scan the whole log, researchers have proposed different methods for segmenting the log, and accordingly presented different damage assessment and recovery algorithms. …”
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LCMV-Based EEG & FNIRS-Based Brain Source Localization of Mental Stress by Almadani, Ismat Feras Ismat

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Integrating technology in ELT classrooms in UAE public schools: A Case Study by Shahdoor, Maitha Hassan Bin

“…The paper concludes that iPads are an interesting form of technology to be used in English classrooms, however, not as an explicit method as the different learning styles should be taken into consideration and therefore other methods should be used in class to compliment such learning styles in order to create effective learning opportunities.…”
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Numerical analysis of MHD combined convection for enhanced CPU cooling in NEPCM-filled a trapezoidal cavity by Ahmed M. Hassan (8893106)

“…A numerical model based on the finite element method (FEM) is employed to solve the governing equations. …”

An Improved Genghis Khan Optimizer based on Enhanced Solution Quality Strategy for Global Optimization and Feature Selection Problems by Abdel-Salam, Mahmoud

“…Furthermore, Wilcoxon and Friedman's non-parametric tests were accomplished to support the performance of the proposed method.…”
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Optimising Control Engineering Tools Using Digital Twin Capabilities and Other Cyber-physical Metaverse Manufacturing System Components by Mourad, Nahia

“…This study proposes a model for optimising control engineering tools using digital twin capabilities and other CPMMS components to solve the open issues. The main contributions and novelty aspects of the methodological process are outlined as follows: Formulated and developed is a decision matrix based on a utility procedure for 10 control engineering tools with digital twin capabilities and other three CPMMS components (Programmable-Logic-Controller and Human–Machine-Interface, Internet of Things connectivity and cybersecurity features). …”
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Well-balanced unstaggered central schemes for one and two-dimensional shallow water equation systems by Touma, R.

“…The proposed scheme evolves a non-oscillatory numerical solution on a single grid, avoids the time consuming process of solving Riemann problems arising at the cell interfaces, and is second-order accurate both in space and time. …”
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Fuzzy Logic Adaptive Crow Search Algorithm for MPPT of a Partially Shaded Photovoltaic System by Mohamed Ali Zeddini (22047920)

“…<p dir="ltr">The arbitrary selection of the Crow Search Algorithm (CSA) parameters, the Awareness Probability (AP) and the Flight Length (fl) results in poor convergence performance and efficiency even if the CSA performs well when solving global optimization problems. In fact, a more search process variety is the outcome of increasing the fl. …”

Damage Identification and Application of Prestressed Concrete Beams Based on Hilbert-Huang Transform by Xiang, Yiqiang

“…In this paper, through the analysis of numerical and experimental studies with and without noise, the vibration characteristics of the prestressed concrete beam during failure process were studied. Runge-Kutta method was used to solve the partial differential equations of controlling vibration to obtain dynamic response under hammer excitation. …”
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Time-Driven Activity-Based Costing Implementation in the Automotive After-Sales Service Sector Using the Six Sigma DMAIC Approach by ALI, ALI SHERIF ALI HOSSNEY

“…This research explores how Time-Driven Activity-Based Costing (TDABC) is applied in the automotive after-sales services operating within a service centre located in Dubai, UAE. It also aims to solve the inefficiencies of allocation using conventional costing methods which do not reflect true service, as well as the general overhead costs in this industry. …”
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Belief selection in point-based planning algorithms for POMDPs by Azar, Danielle

“…Current point-based planning algorithms for solving partially observable Markov decision processes (POMDPs) have demonstrated that a good approximation of the value function can be derived by interpolation from the values of a specially selected set of points. …”
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Well-balanced unstaggered central schemes for the Euler equations with gravitation by Touma, R.

“…The proposed scheme evolves a nonoscillatory numerical solution on a single grid, avoids the time consuming process of solving Riemann problems arising at the cell interfaces, and is second-order accurate both in time and space. …”
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Microwave Imaging System for Non-Metallics Inspection in the Oil and Gas Industry by Abu Laila, Mohammad

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Improving performance of collaborative question answering systems by using semantic resources by Javed, Muhammad Arshad

“…The research in this dissertation proposes the methods to solve this issue. Thus, the scope of this dissertation is limited to the question analysis phase of the CQA systems. …”
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