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12801
Leveraging linguistic knowledge to enhance low-resource NLP applications
Published 2025“…As a result, several training paradigms have been developed to enhance the downstream performance of PLMs, as outlined below. …”
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Thesis-Doctor of Philosophy -
12802
Efficient techniques for subgraph mining and query processing
Published 2015“…Graph data has been so prevalent that efficiently obtaining useful information from them is highly demanded. …”
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Thesis -
12803
Non-newtonian fluids and droplets in microchannels
Published 2016“…Flow conditions of experiments, microchannel geometries, and AC electric field parameters have been implemented systematically. The influences of these variables were analyzed. …”
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Thesis -
12804
会话分析研究 :“就” 作为回应开头单位的互动会话功能 = Conversation Analysis : “jiu” as a turn-initial object of a response in Mandarin conversation
Published 2017“…In Conversation Analysis, we argue that the turn-initial object of a response can often have its own communicative function – it has been proven through extensive research that respondents do make use of these small objects to express their stance or attitude towards the prior turn. …”
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Final Year Project (FYP) -
12805
Online estimation of key battery states for management of vanadium redox flow battery
Published 2017“…Two main contributions have been drawn. Firstly, the estimations of model parameters and OCV are fully decoupled to rule out the possibility of cross interference between them. …”
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Thesis -
12806
Investigation of polyoxometalates and nanostructured carbon materials as electrode materials for energy storage applications
Published 2018“…Electrochemical energy storage devices such as lithium ion batteries (LIBs), sodium-ion batteries (NIBs) and supercapacitors (SCs) have been developed for various potential applications including portable electronics, electro-mobility, and large-scale stationary energy storage. …”
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Thesis -
12807
Investigating molecular vulnerabilities in TP53-mutant transformed myeloproliferative neoplasms
Published 2024“…This system has not previously been shown to support the proliferation and survival of primary AML, highlighting the importance of this work.…”
Thesis -
12808
Investigating viral glycosylation pathways for drug and vaccine development
Published 2021“…</p> <p>The second part of this thesis focuses on ER alpha-glucosidase I as a key antiviral target to develop a broad-spectrum antiviral. Previously, it had been observed that a single high-dose treatment with the iminosugar MON-DNJ led to long-lasting antiviral effects in lethal dengue mouse models via alpha-glucosidase I inhibition. …”
Thesis -
12809
Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
Published 2024“…However, the diagnostic predictive power of the existing algorithms has been limited by small sample sizes, lack of representativeness, data leakage, and/or overfitting. …”
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Journal Article -
12810
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12811
Exploring the Dynamics of Canine-Assisted Interactions: A Wearable Approach to Understanding Interspecies Well-Being
Published 2025“…Abstract Canine-assisted interactions (CAIs) have been explored to offer therapeutic benefits to human participants in various contexts, from addressing cancer-related fatigue to treating post-traumatic stress disorder. …”
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Article -
12812
Visible light communication systems supporting wireless data access and indoor positioning applications
Published 2020“…On the one hand, VLC has been emerging as a promising candidate for indoor wireless communications due to its supporting high-speed data rate, economic, electro-magnetic interference free and high security, compared with traditional radio-frequency (RF) systems. …”
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Thesis-Doctor of Philosophy -
12813
Semantic-based vulnerability analysis of software
Published 2020“…In recent years, many techniques have been proposed to improve the effectiveness and efficiency of greybox fuzzing. …”
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Thesis-Doctor of Philosophy -
12814
Spray cooling and condensation heat transfer in a liquid cooled server system
Published 2021“…An artificial neural network (ANN) model has been successfully developed for pulsed spray cooling on a vertical surface. …”
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Thesis-Doctor of Philosophy -
12815
Synoptic analysis of a decade of daily measurements of SO2 emission in the troposphere from volcanoes of the global ground-based network for observation of volcanic and atmospheric...
Published 2021“…Operational monitoring of volcanic plumes, at scales relevant for adequate surveillance, has been facilitated through the use of ground-based scanning differential optical absorption spectrometer (ScanDOAS) instruments since the beginning of this century, largely due to the coordinated effort of the Network for Observation of Volcanic and Atmospheric Change (NOVAC). …”
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Journal Article -
12816
Towards haptic intelligence in robots by learning from demonstration
Published 2022“…To the best of my knowledge, no approach has been presented to infer grasp status from just the sensed forces in a grasp. …”
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Thesis-Doctor of Philosophy -
12817
Accelerated discovery of new catalysts for oxygen evolution reaction
Published 2023“…In this research, Co element is a priori selected because of its unique behavior in catalytic reactions which originates from various valence and spin states. Fe has been previously reported to improve the OER catalytic performance, even though its role is still debatable. …”
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Thesis-Doctor of Philosophy -
12818
Design and analysis of passive phase shifters using controllable defected ground structures in 65nm CMOS technology for 77-81 GHz automotive radar
Published 2024“…Many phase shifter topologies have been demonstrated. Active phase shifters like vector summing type employing active devices consume large amount of power and the phase accuracy is normally low due to the active components. …”
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Thesis-Doctor of Philosophy -
12819
AI techniques in CFD: leveraging physical priors with deep learning to improve on numerical solvers
Published 2025“…While the use of prior physical knowledge to alleviate data dependence has been proposed, the transition from case-specific feed-forward networks to more general convolutional networks has called for data-saving methods that are more applicable to the new architectures. …”
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Thesis-Doctor of Philosophy -
12820
刘宗周《人谱》的改过思想及工夫论 = The idea of reform cultivation in Liu Zongzhou’s "Renpu"
Published 2015“…Since the era of Confucius and Mencius, the idea of reform cultivation (改过思想) has been continuously discussed. Until Liu Zongzhou (刘宗周), this idea was also deemed as an effort that a person has to put his or her entire body and mind in. …”
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Final Year Project (FYP)