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Synthetic image data generation via rendering techniques for training AI-based instance segmentation
Published 2026“…The work introduces a technique for creating artificial image data by utilizing 3D files and rendering methods in Python and Blender. The technique employs BlenderProc, a rendering tool for generating artificial images, to efficiently create a substantial amount of data. …”
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Article -
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Mortgage loan tenure preferences and impact of property cooling measures.
Published 2013“…From our analysis, we recommend lenders to promote longer loan term to property investors, as long-term loans are preferred for investment property. …”
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Final Year Project (FYP) -
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Three essays on corporate finance
Published 2016“…They issue equity more frequently but in smaller amounts and maintain low leverage ratios. The effect of options trading on financing decisions is more pronounced for firms with larger options trading volume, higher information asymmetry, and greater short-sale constraints. …”
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Thesis -
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Exploring microbial diversity in green honey from Pulau Banggi Sabah: a preliminary study
Published 2024“…However, there is limited information available on the analysis, isolation, and characterization of honey-associated microbes, especially for green honey from Banggi Island. Green honey is sourced from underground areas within the island's forest. …”
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Physical layer algorithms and architectures for accurate detection and classification in cognitive radios
Published 2014“…The design example and simulations show that the gate count resource utilization of this detection scheme is 22.9% lesser than the wavelets based detection method at the cost of a slight degradation of 0.5% in detection accuracy. …”
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Thesis -
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Mechanically stimulated motion and fatigue response of Mimosa pudica
Published 2014“…Mimosa pudica is a common weed found in Singapore and its offshore islands, mainly in grassy fields or under trees and shrubs. …”
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Final Year Project (FYP) -
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3D content recovery and complexity reduction
Published 2015“…Hence, this method is very time consuming since it requires repeated renders and image readback cycles during simplification. …”
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Thesis -
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Development of millimetre-wave heterodyne array for airborne and space satellite mission
Published 2022“…Finally, we briefly describe our recent works on the superconducting parametric amplifier technology that could potentially replace the conventional semiconductor amplifiers that are power hungry and dissipate large amount of heat, which render the construction of large arrays difficult.…”
Conference item -
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Fusion of cultures plays a part in writing styles & translation
Published 2017“…This renders a great ground for discussion on the topic of “Fusion of cultures plays a part in writing styles and translation”. …”
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Thesis -
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Justice for strangers: culture and communication in the Singapore war crimes trials 1946-1948
Published 2015“…Among others, my findings confirm that participants need to share a certain amount of shared cultural knowledge for effective communication at trial. …”
Thesis -
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Using human movement data to identify potential areas of Zika transmission : case study of the largest Zika cluster in Singapore
Published 2019“…An origin–destination model was developed based on the movement of three groups of individuals: (i) construction workers, (ii) residents and (iii) visitors out of the cluster locality to other parts of the island. The odds ratio of ZIKV cases in a hexagon visited by an individual from the cluster, independent of the group of individuals, is 3.20 (95% CI: 2.65–3.87, p-value < 0.05), reflecting a higher count of ZIKV cases when there is a movement into a hexagon from the cluster locality. …”
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Journal Article -
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Flame retardancy of highly filled polyamide 6/clay nanocomposites
Published 2014“…Factors such as incoherency, poor stability and non-uniformity of the char or the presence of large cracks and formation of island-like structures were insignificant in slowing down the heat release and mass loss rates. …”
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Journal Article -
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Dynamic reduction of query result sets for interactive visualizaton
Published 2014“…Modern database management systems (DBMS) have been designed to efficiently store, manage and perform computations on massive amounts of data. In contrast, many existing visualization systems do not scale seamlessly from small data sets to enormous ones. …”
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Tradeoffs Between Aboveground and Soil Carbon Accumulation Following Forestation
Published 2024“…One prevalent climate change mitigation strategy is tree planting, as trees sequester large amounts of carbon in their aboveground biomass. However, there is emerging evidence that under some conditions, soil carbon decreases following forestation, offsetting the carbon accumulated aboveground and rendering carbon sequestration efforts ineffective. …”
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Thesis -
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Electrospun carbon-silica composite nanofibers for selective removal of oil and water
Published 2016“…The hierarchical TiO2 micro/nanostructure that grows on the surface of CNFs renders the membrane superhydrophilic and underwater superoleophobic. …”
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Thesis -
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Aqueous-only exfoliation of pristine graphite to graphene : towards sustainable, multifunctional polymer nanocomposites
Published 2019“…The combination of self-healing and UV-stability renders these films highly durable. In the second work, graphene was used to produce multi-functional sensors. …”
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Thesis -
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Pulsed laser scan methodology for single event effect (SEE) qualification
Published 2019“…In overall, this proposed methodology has shown the potential to support radiation testing, especially in Singapore where limited land area renders particle accelerators as an impractical method of test. …”
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Thesis -
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Condition monitoring of thermal comfort and energy efficiency for indoor environment of buildings
Published 2017“…In the context of this study, the vapour compression refrigeration system consumed the least amount of energy per annum and resulted in the lowest amount of total costs per annum. …”
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Final Year Project (FYP)