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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning
Published 2024“…The study utilizes the CARLA simulator, and real-world datasets, including KITTI and WAYMO, to train and evaluate the proposed algorithm. …”
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EMG-based eye gestures recognition for hands free interfacing
Published 2018“…Additionally, we are using the thresholding algorithm to extract the features from all the gestures. …”
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Malicious user attacks in decentralised cognitive radio networks
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The application of advanced signal processing techniques to the condition monitoring of electrical machine drive systems
Published 2024“…The results indicate that the algorithm's predictive ability is capable of extracting fault information under non-stationary operating conditions. …”
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The application of advanced signal processing techniques to the condition monitoring of electrical machine drive systems
Published 2026“…The results indicate that the algorithm's predictive ability is capable of extracting fault information under non-stationary operating conditions. …”
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Admission Control in Sliced Networks, with Predictive Analytics
Published 2024“…We design and evaluate two intra-slice admission control algorithms namely, the Decision Matrix algorithm and the Utility Index algorithm. …”
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Roadmakers pavage, pulse reformation framework and image segmentation in the discrete pulse transform
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Load balancing using cell range expansion in LTE advanced heterogeneous networks
Published 2016“…Reviewed literature points out several approaches to solve the load balancing problem in heterogeneous networks, which include, cell range expansion and utility function optimization. Then, we use cell range expansion, and logarithmic utility functions to design a load balancing algorithm. …”
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Soft-decision decoding of moderate length binary cycle codes based on parity-check transformation
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Multiscale spatial modeling with applications in image analysis
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Efficient radio resource management for future generation heterogeneous wireless networks
Published 2018“…Therefore, there is a need to develop efficient radio resource management algorithms that will address the above-mentioned technical challenges. …”
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Ant Colony Optimization approaches for the Sequential Ordering Problem
Published 2014“…The second is also an extension of EACS, based on Jayadeva et al.'s (2013) EigenAnt algorithm. EigenAnt aims to avoid the problem of stagnation found in ACO algorithms by, among other unique properties, utilizing a selective rather than global pheromone evaporation model, and by discarding heuristics in the solution construction phase. …”
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Decision support for generator maintenance scheduling in the energy sector
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BIM-Based model for the automatic generation and optimization of planning and 4-D scheduling for concrete skeleton: A graph theory approach
Published 2019“…For this purpose, an intelligent framework with advanced computational tools and algorithms is designed and created to achieve a higher degree of design-construction integration and spatial integration of individual building elements in order to achieve an optimized sequencing of building elements (in terms of time and resource utilization). …”
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The evaluation of different strategies to improve the diagnosis of tuberculosis in people living with HIV in resource-limited settings
Published 2023“…Background The 2019 WHO screening and diagnostic algorithm for tuberculosis in people living with HIV (PLHIV) has 2 components: the WHO Xpert MTB/RIF (Xpert) algorithm and WHO Alere Determine TB-LAM (AlereLAM) algorithm. …”
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The application of neural differential equations to enzymatic time-series
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Die identifisering en karakterisering van veldekotope in die noordwes-Transvaalse suur- en gemengde bosveld
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Designing multimodal public transport networks using metaheuristics
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