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Exploring farmers’ perspectives on agroforestry practices in Rangamati Hill tracts of Bangladesh
Published 2024“…Agroforestry has been a vital component of the livelihoods of hill communities in Bangladesh, supplying households with food and energy, generating income, and helping to protect the environment. …”
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Repeatability, reproducibility, and observer variability of body composition assessment with single-slice lumbar MRI
Published 2025Journal article -
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Immune correlates of early clearance of Mycobacterium tuberculosis among tuberculosis household contacts in Indonesia
Published 2025Journal article -
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Grand challenges in entomology: priorities for action in the coming decades
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Journal Article -
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Developing intelligent chatbots powered by large language models
Published 2024“…This project not only fills a gap in understanding the impact of pre-trained language models on chatbot performance but also proposes practical solution for e-commerce owners aiming to improve their customer interaction and satisfaction levels, ensuring Singapore remains at the forefront of e-commerce innovation and adaptability.…”
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Final Year Project (FYP) -
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Empowering Generation Z accountants in the era of data complexity and open innovation: nurturing big data analytics, diagnostic, and forensic accounting skills
Published 2024“…These findings suggest the imperative need for curriculum development and tailored training programs aimed at enriching these skills among emerging accountants. …”
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An innovative design of household civil defence shelters
Published 2010“…In order to be less dependent on foreign imports for raw materials, there is a need to come up with alternatives to reduce the amount of sand needed. …”
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Final Year Project (FYP) -
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Predicting Individual Well-Being in Teamwork Contexts Based on Speech Features
Published 2024“…We propose a method to automatically derive social signals related to individual well-being in team collaboration from raw audio and video data collected in teamwork contexts. …”
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Deep generative modeling for image synthesis and manipulation
Published 2024“…Fourth, to achieve counterfactual editing without the need for additional training data, we design a framework to comprehensively explore the rich semantic knowledge of the large-scale pre-trained model Contrastive Language Image Pretraining (CLIP). …”
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Thesis-Doctor of Philosophy -
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Automating Design Requirement Extraction From Text With Deep Learning
Published 2024“…For the case of textual documentation, poorly written superfluous descriptions filled with jargon are especially challenging for junior designers with less domain expertise to read. …”
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Robust assessment of railway vehicle safety risks in operation using a proposed data-driven wheel profile generation approach: Design of computer experiments and surrogate models
Published 2024“…Maintenance standards and train operating companies establish safe envelopes for wheel profile geometric parameters. …”
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Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases
Published 2024“…Based on the collected data, we train a linear regression model to predict the search performance. …”
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Thesis -
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Effect of positive-negative image ratio on the performance of pedestrian detection model
Published 2024“…Surprisingly, there is a scarcity of research addressing the optimal ratio of positive to negative images for training detection models. This study endeavors to fill this research gap by exploring various detection models and determining the ideal ratio. …”
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Carbon nanomaterial/thermoplastic polyurethane composites for sports application : preparation, characterization and simulation
Published 2016“…Regarding the thermal stability, PU filled with 1 wt% FGO showed the largest extent of improvement. …”
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Gap analysis of social science resources for conservation practice
Published 2025“…Globally, formal education and training in the social sciences are often unavailable or inaccessible to conservation practitioners; non-formal education may help fill this gap. …”
Journal article -
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China and the “Singapore Model” : perspectives from mid-level cadres and implications for transnational knowledge transfer
Published 2018“…Over the past three decades, China has shown tremendous interest in the “Singapore model” through its sending of tens of thousands of cadres to Singapore for executive training and graduate education. Although this phenomenon has been studied, no attention has been drawn to the perspectives of those mid-level cadres who took part in the training and what those perspectives might imply. …”
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