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Traffic monitoring system with emergency support using SOM
Published 2020“…This paper proposed a system of emergency notification to alert the driver. By using SelfOrganizing Map technique, the ambulance siren can be localized based on the detected ambulance siren. …”
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Final Year Project / Dissertation / Thesis -
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GPS-less Localization Protocol for Underwater Acoustic Networks
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Improving performance of automated coronary arterial tree center-line extraction, stent localization and tracking
Published 2012“…Over the last decade, many algorithms have been developed to address this problem. …”
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Thesis -
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Development of behavior-based reactive navigation system for mobile robot
Published 2013“…This proved the developed navigation algorithm not only satisfied its objective but also has reliability in its performance.…”
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Thesis -
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A hybrid algorithm of source localization based on hyperbolic technique in WSN
Published 2014“…The localization is embedded in battle-field surveillance, traffic alert, emergency call 911 (E911), resource allocation and mitigation of disaster effect. …”
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Conference or Workshop Item -
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Hybridization of nonlinear sine cosine and safe experimentation dynamics algorithms for solving control engineering optimization problems
Published 2024“…In response to this imperative, researchers have increasingly turned to optimization-based approaches, with the Sine Cosine Algorithm (SCA) emerging as a prominent solution. However, existing limitations in terms of convergence accuracy and local optima stagnation have prompted the introduction of innovative improvements in this study. …”
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Thesis -
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A collaborative model for post flood activities exploiting an enhanced expanding neighborhood search algorithm
Published 2019“…In this model, exploiting TV White Space spectrum as network backhaul links for acquiring and communicating post-flood emergency data. The primary method of developing the proposed system builds upon a layered architecture of wireless local, regional and wide-area communications, and incorporates collaborative network components among these layers. …”
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Thesis -
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RSSI Fingerprinting Approach for Location-Based Services
Published 2006“…For the first half of the project duration which is this semester, I mainly focus on the problem of localization. Therefore, based on my knowledge and developed tools in localization, I can further develop a locationbased service system. …”
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Final Year Project -
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Laser simulator: a novel search graph-based path planning approach
Published 2018“…In addition, a comparative study on the laser simulator approach, A* algorithm, Voronoi diagram with fast marching and PointBug algorithms was performed to show the benefits and drawbacks of the proposed approach. …”
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A network based fetal ECG monitoring algorithm
Published 2011“…Individual algorithms and customized application software are developed using Visual Basic for both the networking and Fetal Heart Rate (FHR) monitoring systems. …”
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A Systematic Review of Metaheuristic Algorithms in Human Activity Recognition : Applications, Trends, and Challenges
Published 2025“…Metaheuristic algorithms have emerged as promising techniques for optimizing human activity recognition (HAR) systems. …”
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Facial image retrieval on semantic features using adaptive mean genetic algorithm
Published 2019“…The emergence of larger databases has made image retrieval techniques an essential component, and has led to the development of more efficient image retrieval systems. …”
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Kernel and multi-class classifiers for multi-floor wlan localisation
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Thesis -
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Cauchy Density-based Algorithm for VANETs Clustering in 3D Road Environments
Published 2022“…This paper tackles the problem of 3D VANETs using a centralized clustering model based on the developed Cauchy density model. The development has included a traffic generation model, mobility model for generating driving behavior, and an algorithm for enabling modeling of road curvature based on an adjacency list that defines the road’s points that define a straight-line segment. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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An ensemble of neural network and modified grey wolf optimizer for stock prediction
Published 2019“…This update process may cause the algorithm to fall to local optima especially in the cases where there are many competing local optima. …”
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Thesis -
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A relay-based hybrid PSO-jaya algorithm for efficient test redundancy reduction
Published 2026“…In this context, we introduce a Relay-based Hybrid PSO-Jaya algorithm, which employs PSO for its strong global exploration capability, followed by Jaya to perform local refinement of promising regions in the search space. …”
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Conference or Workshop Item -
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An improved grey wolf optimization based MPPT algorithm for photovoltaic systems under diverse partial shading conditions
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