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  1. 4001

    Advanced attack and defense techniques in machine learning systems by Zhao, Mengchen

    Published 2019
    “…Second, we consider attackers who make sequential attack plans based on the outcome of previous attacks. Our analysis starts from scenarios where there is only one credential and then extends to more general scenarios with multiple credentials. …”
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    Thesis
  2. 4002

    Self-learning shape recognition in medical images by Ma, Jingting

    Published 2019
    “…Biological structure segmentation is very useful to support surgery planning and treatments, as an ideal delineation of the outline of the target object can offer a precise location and quantitative analysis for further clinical diagnoses such as identification of tumorous tissues. …”
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    Thesis
  3. 4003

    Data-driven integrated approach to airport demand management by Cheung, Wai Lun

    Published 2021
    “…The proposed approach also allows for exploration of runway configurations, arrival/departure priority, and operational modes (segregated/ mixed) to ensure that the higher levels of demand during the strategic planning phase do not lead to excessive delays on the day of operations. …”
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    Thesis-Doctor of Philosophy
  4. 4004

    Precipitation trend analysis for The Langat River Basin, Selangor, Malaysia by Palizdan, Narges

    Published 2014
    “…Its temporal fluctuation is significant both in terms of the scientific knowledge and practical applications, such as in water resources planning and management. It is necessary to evaluate the regional precipitation trend to improve water management strategies for a given region. …”
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    Thesis
  5. 4005

    Rotor angle stability-constrained dispatch and control of large-scale wind penetrated power system by Yuan, Heling

    Published 2022
    “…In general, four main effects on power system transient stability are: 1) wind generation has no contribution to system inertia and system with synchronous generators replaced by wind turbines will lead to reduction of inertia, 2) power electronics converter-based interfacing is added when wind turbines are implemented, which will change the dynamic behavior of the system, 3) power dispatch of synchronous machines will change fast to compensate wind power variation, 4) the magnitude and direction of power flows will fluctuate quickly and randomly in the transmission lines. Hence, it is an essential and significant problem to maintain system’s stability with high level wind power penetration. …”
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    Thesis-Doctor of Philosophy
  6. 4006

    Evaluating the socio-environmental impacts of monoculture cashew expansion in the Northern Western Ghats, India by Anushka Rege

    Published 2022
    “…Research along such socio-environmental lines can possibly contribute to the development of sustainability and certification initiatives for cashew. …”
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    Thesis-Doctor of Philosophy
  7. 4007

    Extreme learning machines for feature learning by Liyanaarachchi Lekamalage, Chamara Kasun

    Published 2017
    “…Hierarchal features consist of multiple levels and the low level features represent edges of an image such as lines and curves while high level features represent parts of the image such as nose, eyes of a face. …”
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    Thesis
  8. 4008

    Dynamics and stability of evaporating and condensing liquid layers by Wei, Tao

    Published 2018
    “…Finally, conclusions are drawn, and perspectives of future study based on these works have been proposed, including to model the dynamics of thin evaporating droplets with moving contact lines resulting from the successive touchdown of an evaporating layer and to investigate the relation between short-wave convection and long-wave deformation instabilities in the presence of phase change.…”
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    Thesis
  9. 4009
  10. 4010

    Reduced semiconductor energy conversion systems. by Zhang, Lei.

    Published 2013
    “…It is therefore the intention now to study the nine-switch converter in greater details, believing that it can bring sizable advantages if controlled, designed and applied properly. The investigation planned for the thesis is thus to revisit the nine-switch modulation principles and its existing ac-ac converter applications with an intermediate de-link, The intention is to identify areas where modulation can be improved and quantify limitations faced by the nine-switch topology. …”
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    Thesis
  11. 4011

    Improving the diagnostic yield of whole genome sequencing: neurodevelopmental and epilepsy disorders by Hashim, M

    Published 2023
    “…<p><b>Background:</b> Whole genome sequencing (WGS) has significantly enhanced the diagnostic yield for rare genetic disorders, providing molecular diagnoses and opening avenues for therapeutic interventions, cascade testing, and reproductive planning. However, the diagnostic yield remains at 25-40%, presenting challenges in deciphering the underlying causes of incompletely characterised conditions. …”
    Thesis
  12. 4012

    Unsupervised bayesian generative methods by Li, Shaohua

    Published 2016
    “…This finding bridges the two very different lines of model selection methods. The third task is about Word Embedding, a technique that maps words in a natural language to continuous vectors which encode the semantic/syntactic regularities among the words. …”
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    Thesis
  13. 4013
  14. 4014
  15. 4015

    Hybrid sensor fusion for unmanned ground vehicle by Guan, Mingyang

    Published 2020
    “…A where-to-explore scheme is proposed to guide the robot to the less-explored areas, which is implemented together with a collision-free navigation system and global path planning module. With such modules, the robot is endowed with ability of autonomously exploring an environment and build the detailed map for it. …”
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    Thesis-Doctor of Philosophy
  16. 4016

    Semantic scene understanding on 3D point clouds by Dong, Shichao

    Published 2025
    “…Robotic techniques have automated many processes in production lines. However, in flexible production scenarios, certain tasks cannot yet be fully handled by robots and still require human involvement. …”
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    Thesis-Doctor of Philosophy
  17. 4017

    Uncertainty quantification framework for combined statistical spatial downscaling and temporal disaggregation for climate change impact studies on hydrology by Rajendran Queen Suraajini

    Published 2017
    “…Thus, the strategies to assist future adaption planning and risk mitigation during extreme flood events need to be developed based on the predicted future climate conditions. …”
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    Thesis
  18. 4018

    Power system adequacy and cost/worth assessment incorporating virtual power plants by Bagchi, Arijit

    Published 2018
    “…Moreover, a holistic planning approach for determining an optimal DER portfolio for the VPP so as to minimize its total operating, investment and interruption costs while considering transmission network constraints and contingencies has not been explored. …”
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    Thesis
  19. 4019

    Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 co... by Ferrari, AJ, Santomauro, DF, Aali, A, Lacey, BWH, Rodriguez, JAB

    Published 2024
    “…Governments and multilateral organisations should prioritise pandemic preparedness planning alongside efforts to reduce the burden of diseases and injuries that will strain resources in the coming decades. …”
    Journal article
  20. 4020

    Next generation design of floating systems for coastal solar farms by Bi, Cheng

    Published 2023
    “…Experiments on a novel adaptive barrier-mooring system (ABMS) including perimeter pontoons, submerged barriers, clump weights, mooring lines and anchors were conducted to examine the adaptivity of ABMS to a large tidal range as well as its performance on platform stabilization under wave action. …”
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    Thesis-Doctor of Philosophy