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GTG-shapley: efficient and accurate participant contribution evaluation in federated learning
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RSS indoor localization and tracking with INS assistance
Published 2019Get full text
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Thesis -
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Machine-learning-assisted design of high strength steel I-section columns
Published 2024Get full text
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Machine-learning-assisted optimization of a single-atom coordination environment for accelerated fenton catalysis
Published 2023“…Here, we broaden the use of ML to assist the construction of Fenton-like single-atom catalysts (SACs) by developing a methodology including model building, training, and prediction. …”
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Journal Article -
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Printed electronics for smart water technology sensor
Published 2021“…The objective of this project is to identify the best combination of condition and methodology that can be used to fabricate electrode for electrochemical testing to assist with the early detection of membrane fouling.…”
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Final Year Project (FYP) -
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A data-assisted first-principle approach to modeling server outlet temperature in air free-cooled data centers
Published 2022“…In this paper, we develop a data-assisted first-principle model that leverages available built-in sensors and server's operating monitoring tools to achieve low-latency estimation of the server outlet temperature. …”
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Journal Article -
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Development of a real time 3D surgical scene for natural orifice endoscopic surgery
Published 2010Get full text
Final Year Project (FYP) -
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Identification of Southeast Asian Anopheles mosquito species with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry using a cross-correlation approach
Published 2025“…Background: Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI–TOF MS) is proposed for mosquito species identification. …”
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Development of vision-based terrain recognition method for lower limb exoskeleton for outdoor environments
Published 2024“…This robotic prosthesis helps people move around by navigating indoor and outdoor terrains by giving them torque assistance and leg support. It aids those with disabilities or paralysis in their lower limbs, allowing them to achieve mobility on their own. …”
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Final Year Project (FYP) -
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Toward human-centered automated driving: a novel spatiotemporal vision transformer-enabled head tracker
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Journal Article -
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The hierarchy of Davydov’s Ansätze: from guesswork to numerically “exact” many-body wave functions
Published 2023“…To demonstrate the versatility of the methodology, applications of Davydov’s Ansätze are made to the generalized Holstein Hamiltonian, variants of the spin-boson model, and systems of cavity-assisted singlet fission, yielding accurate dynamic and spectroscopic properties of the many-body systems.…”
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HyDRA: hypergradient data relevance analysis for interpreting deep neural networks.
Published 2021Get full text
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Conference Paper -
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Modeling osmotic membrane processes without pressure and porosity simplifications
Published 2025“…Accurate modeling of effective structural parameter and flux is critical to evaluating osmotic membrane performance. …”
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CPU availability predictor and machine recommender for a desktop grid
Published 2014“…The scheduler, being responsible for appropriate job dissemination, needs accurate job runtime predictions and thus resource availability predictions for an efficient resource management. …”
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Thesis -
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An investigation into the feasibility of implementing activity-based costing in a local, family-owned manufacturing firm : a case study.
Published 2009“…The subject firm has been chosen due to the circumstances under which the firm is operating: high volume sales at low unit prices of many end products provide a suitable situation to explore the application of activity-based costing to assist management in arriving at a more accurate costing of products and, ultimately, in making better management decisions.…”
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Thesis