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41
Surface wave interactions with submerged horizontal viscoelastic sheets
Published 2022“…For larger submergence, a standing wave pattern with primarily lower order modes develops along the sheet with a significant reduction of transmitted wave energy past the sheet region for shorter period waves. …”
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Journal Article -
42
IOT integration of a mobile application with a controller-based system: A
Published 2023“…Students enrolled in Nanyang technological University (NTU) often opt to choose on-campus accommodations owing to the remote and slight inaccessibility of the NTU campus. …”
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Final Year Project (FYP) -
43
Vision feedback on freeform-shaped structure for 3D printing
Published 2024“…The discipline of vision feedback for 3DCP is a field that stands at the intersection of imaging technologies, material engineering, and process control. …”
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Thesis-Doctor of Philosophy -
44
Naturalistic multimodal emotion data with deep learning can advance the theoretical understanding of emotion
Published 2024“…This enduring fragmentation likely stems from the limitations of traditional research methods, which often adopt narrow methodological approaches. Methods from artificial intelligence (AI), particularly those leveraging big data and deep learning, offer promising approaches for overcoming these limitations. …”
Journal article -
45
Comprehensive study of the dollar cost averaging strategy using Python
Published 2024“…While there are numerous strategies discussed in the finance world, Dollar Cost Averaging (DCA) stands out for its ability to instill discipline and mitigate the temptation to time the market, which often leads to suboptimal performance. …”
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Final Year Project (FYP) -
46
Biomechanics of Muay Thai : science behind the low kick
Published 2019“…This project applies the principal laws and concepts from kinematics, kinetics and dynamics in order to theoretically find out how kicking angle and kicking height affects the change in displacement of the target’s overall centre of gravity. …”
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Final Year Project (FYP) -
47
Numerical investigation of spatially nonhomogeneous acoustic agglomeration using sectional algorithm
Published 2019“…The first case involves acoustic agglomeration in a standing wave field with spatial alternation of acoustic kernels from nodes to antinodes. …”
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Journal Article -
48
Human activity recognition and analysis based on FPGA microboard three-axis accelerometer
Published 2018“…A recognition algorithm based on standard deviation, skewness, kurtosis and correlation coefficients is also proposed to identity 5 walk pattems, i.e., standing, walking, running, going upstairs and going downstairs. …”
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Thesis -
49
Optimizing earbud microphone performance through the use of digital filter
Published 2022“…With the heavy use and demand of these built-in microphones, it stands to reason that improving their quality is necessary. …”
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Final Year Project (FYP) -
50
Selection against domestication alleles in introduced rabbit populations
Published 2024“…These have occasionally established feral populations in nature, often with devastating ecological consequences. To understand how natural selection shapes re-adaptation into the wild, we investigated one of the most successful colonizers in history, the European rabbit. …”
Journal article -
51
Remote epitaxy
Published 2024“…Although the principle of remote epitaxy is simple, it is often challenging to perform owing to stringent requirements for sample preparation and procedure control. …”
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Article -
52
Deep learning-based concrete image analysis and generalization capability
Published 2024“…However, traditional research has often overlooked this constraint and instead selected the best results based on the model's performance on new data. …”
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Thesis-Doctor of Philosophy -
53
Skin disease diagnosis using deep neural network and large language model
Published 2023“…Traditional AI-based methods for skin disease diagnosis rely on image classification models driven by deep networks like ResNet, VGG, DenseNet, etc., which often lack mechanistic understanding and offer single-dimensional functionality. …”
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Thesis-Master by Research -
54
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55
An enhanced deep reinforcement learning ensemble empowered by large language model
Published 2024“…Despite the growing use of advanced Artificial Intelligence (AI) in finance, applying these technologies to trading tasks often runs into challenges due to insufficient analysis of diverse formats of data and the ability to adapt to diverse trading scenarios. …”
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Final Year Project (FYP) -
56
A domain decomposition technique for acoustic wave interactions and scattering
Published 2024“…In general, an overlap ratio of at least two is necessary to maintain high order of convergence rate, though still limited by the nonlinear scheme. …”
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Journal Article -
57
The post-modern Japanese identity of Haruki Murakami's literature.
Published 2013“…The third and final part would then focus on the reconciliation of the identity, and what should be made of this new identity that Murakami has recreated through his novels, and its standing as the embodiment of contemporary Japan in context with its globally-connected society that exists today…”
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Final Year Project (FYP) -
58
Professional experiences on use of the mental health act in ethnically diverse populations: a photovoice study
Published 2025“…<p><strong>Background</strong> There are long-standing ethnic and racial inequalities in experiences and outcomes of severe mental illness, including compulsory admission and treatment (CAT).…”
Journal article -
59
Leveraging imperfect restoration for data availability attack
Published 2024“…However, existing attacks often excel against either Supervised Learning (SL) or Self-Supervised Learning (SSL) scenarios. …”
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Conference Paper -
60
Ultrasound-guided needle tracking with deep learning: a novel approach with photoacoustic ground truth
Published 2024“…The evaluation of needle segmentation performance extends across previously unseen ex vivo data and in vivo human data (collected from an open-source data repository). Specifically, for human data, the Modified Hausdorff Distance (MHD) value stands at approximately 3.73, and the targeting error value is around 2.03, indicating the strong similarity and small needle orientation deviation between the predicted needle and actual needle location. …”
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Journal Article