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    Quantum photonic sensors array with machine learning by Ho, Ping-Chien

    Published 2021
    “…DQS-CV protocol can also be used to help improve machine learning which is called the supervised learning assisted by and entangled sensor network(SLAEN).SLAEN converge in less step compared to the conventional algorithm and can find better hyperplanes. It opens a new route to utilize the entanglement power in quantum sensing field.…”
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    Thesis-Master by Coursework
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    Innovation and firm survival: the role of timing, funding, and networks by Gao, Ming

    Published 2024
    “…The results suggest that there is a negative relationship between SMEs’ innovation in the early stage and their survival. This finding reveals that premature innovation is accompanied by the risk of exit. …”
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    Thesis-Doctor of Philosophy
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    A tough egg to crack by Ding, Ming

    Published 2021
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    Student Research Poster
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    Safety and accessibility of non-motorised transport in Singapore by Koh, Puay Ping

    Published 2015
    “…The SAI is a multi-perspective (personal, situational and infrastructural compatibility) sophisticated route choice model, that can mimic average NMT decision-making process closely. The findings from this study provide valuable tools for transport professionals in the planning, design and management of NMT infrastructure. …”
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    Thesis
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    Development of a vision-based gesture human-computer interface by Lim, Chun Ping.

    Published 2010
    “…With a few reasonable assumptions, this stage was achieved with 3 image processing techniques, namely background subtraction by codebook method, skin segmentation and contour convexity finding. To enhance the robustness of the system, a variant codebook method had been created to be used in skin segmentation. …”
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    Final Year Project (FYP)
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