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Visualization Tool for Pathfinding Algorithms
Published 2023“…The tool's primary objective is to provide students with a visual representation of algorithmic processes, enabling them to grasp the underlying concepts more effectively. …”
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Final Year Project Report / IMRAD -
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DESIGN AND EVALUATION OF RESOURCE ALLOCATION AND JOB SCHEDULING ALGORITHMS ON COMPUTATIONAL GRIDS
Published 2012“…The issue is not only to develop new algorithms, but also to evaluate them on an experimental computational grid, using synthetic and real workload traces, along with the other existing job scheduling algorithms. …”
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Development of symbolic algorithms for certain algebraic processes
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Monograph -
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Development of symbolic algorithms for certain algebraic processes
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Monograph -
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Hyperparameter tuned deep learning enabled intrusion detection on internet of everything environment
Published 2022“…Security and privacy pose serious challenges in designing IoE environment which can be addressed by developing effective Intrusion Detection Systems (IDS). …”
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Article -
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Three-dimensional coverage control for multi-unmanned aerial vehicle
Published 2024“…This study proposes a 3D coverage control algorithm to address complex real-world scenarios, wherein the 3D control algorithm will be developed based on the 2D MBC scheme. …”
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Final Year Project / Dissertation / Thesis -
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Hyper-heuristic approaches for data stream-based iIntrusion detection in the Internet of Things
Published 2022“…Here, the memory consumption can be reduced by enabling a feature selection algorithm that excludes nonrelevant features and preserves the relevant ones. the algorithm is developed based on the variable length of the PSO. …”
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Integrating RLP and Fast Zero algorithm to improve routing performance in optical multistage interconnection networks
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Conference or Workshop Item -
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Development of task distribution algorithm for multi-robot coordination system
Published 2022“…The problem always arises when robots are navigating such as the collision between robots and obstacles. Hence, an effective task distribution algorithm is important to allocate tasks correctly among the robots with optimum cost and time utilization. …”
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Final Year Project / Dissertation / Thesis -
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Machine Learning Applications in Offense Type and Incidence Prediction
Published 2024“…Artificial Intelligence (AI) techniques encompass variouscomputational methods and algorithms designed to enable machines to perform tasks that typically require human intelligence. …”
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Performance study of Reference Height Control Algorithm for Tripod Hopping Robot
Published 2013“…As the result, the effectiveness of proposed reference height control algorithm in order to achieve the reference height is confirmed.…”
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Predictive Modelling of Stroke Occurrence among Patients using Machine Learning
Published 2023“…The model exhibited excellent sensitivity and specificity, enabling effective stratification of patients based on their stroke likelihood. …”
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Integration of image processing algorithm and deep learning approaches to monitor ginger plant
Published 2024“…This study aims to integrate image processing and deep learning algorithms to monitor the growth of ginger plants. The proposed system is designed to detect ginger plants and track their growth rate effectively. …”
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Final Year Project / Dissertation / Thesis -
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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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A Toolkit for Simulation of Desktop Grid Environment
Published 2014“…In this type of environment it is nearly impossible to prove the effectiveness of a scheduling algorithm. Hence the main objective of this study is to develop a desktop grid simulator toolkit for measuring and modeling scheduler algorithm performance. …”
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Final Year Project -
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Content adaptive fast motion estimation based on spatio-temporal homogeneity analysis and motion classification
Published 2012“…Extensive simulation results for several video sequences affirm the effectiveness of the proposed algorithm. The self-tuning property enables the algorithm to perform well for several types of benchmark sequences, yielding better video quality and less complexity as compared to other ME algorithms. …”
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Integration of image processing algorithm and deep learning approaches to monitor ginger plant
Published 2024“…This study aims to integrate image processing and deep learning algorithms to monitor the growth of ginger plants. The proposed system is designed to detect ginger plants and track their growth rate effectively. …”
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Final Year Project / Dissertation / Thesis -
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Collaborative-based web recommender system for community-driven homestay programmes
Published 2017“…In addition, the CBWR system provides a supportive recommender algorithm which is carried out in a web enabling environment in real time. …”
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Thesis
