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1201
Generating domain-specific paraphrases of questions from FAQ
Published 2021“…Firstly, T5 is used to fine-tune on the paraphrase dataset for the task of paraphrase generation. …”
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Final Year Project (FYP) -
1202
Mu (em-power-you) : a jewelry brand inspired by the stories of different communities
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Final Year Project (FYP) -
1203
Aspect-based sentiment analysis using BERT
Published 2022“…Aspect-based sentiment analysis extracts and identifies fine-grained sentiment polarities for a specific aspect. …”
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Final Year Project (FYP) -
1204
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1205
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1206
Visual mapping art : data visualization & crowdsourcing for an ostensive definition of art
Published 2023“…The core data will be gathered from existing art databases, such as the Library of Congress (LCC) (Class-N - Fine Arts) and the Universal Decimal Classification (UDC) (73/76 Various arts & crafts); and controlled vocabulary systems such as Art & Architecture Thesaurus (AAT). …”
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Thesis-Master by Research -
1207
Deep learning for fabric defect detection
Published 2024“…The base models, YOLOv8 and RT-DETR, are fine-tuned on a dataset of patterned fabric defects to find the optimal model configurations. …”
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Final Year Project (FYP) -
1208
Value investment with machine learning
Published 2024“…Further optimization led to the creation of the Improved Fundamental and Technical Factors Model, which achieved an impressive annualized return of 50\% and a Sharpe ratio of 1.85. After fine-tuning key parameters, the final optimized model demonstrated exceptional performance, with an annualized return of 59.82\%, a Sharpe ratio of 2.13, and a win rate of 75\%. …”
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Final Year Project (FYP) -
1209
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1210
Microstructural evolution during mechanical milling of Nd-Fe-B nanocomposites
Published 2011“…The rate of chemical disorder as a function of milling intensity was studied by Extended X-ray Absorption Fine Structure (EXAFS) technique. XRD results revealed that higher milling intensity increased the rate of phase transformation and the rate of change in crystal sizes and strain but did not affect the steady state phase composition. …”
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Final Year Project (FYP) -
1211
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1213
Parametric study of gravure printing process for R2R printed electronics
Published 2017“…In this study, however, various printing parameters were investigated to establish their effects on printed line width and film thickness, in an attempt to achieve fine line printing resolution over a large printing area. …”
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Final Year Project (FYP) -
1214
A supervised two-channel learning method for hidden Markov model and application on lip reading
Published 2009“…This method is specially designed to train HMMs for fine recognition from similar observations. The prominent features of this method are 1.) the criterion function is based on the difference between training sequences, and 2.) a twochannel structure is adopted to maintain the validity of the HMM. …”
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Conference Paper -
1215
Elastic modulus, hardness and creep performance of SnBi alloys using nanoindentation
Published 2013“…At the intermediate stress region (200–370 MPa), dislocation climb is the dominant creep mechanism with stress exponents around 5–8. When fine lamellar structure is the dominant constituent of the microstructure, phase boundary sliding is identified as the rate-controlling mechanism in the low stress region (<200 MPa).…”
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Journal Article -
1216
DECA : recovering fields of physical quantities from incomplete sensory data
Published 2013“…Exploiting both the low-rank nature of real-world events and the redundancy in sensory data, DECA combines matrix completion with a fine-tuned compressed sensing technique to conduct a dual-level reconstruction process. …”
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Conference Paper -
1217
Knowledge-based reactive planning and re-planning – a case-study approach
Published 2024“…Planning for uncertainties arising from indoor evacuations can be complex as there’s a fine balance to strike between a too-detailed plan and one that’s too vague. …”
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Conference or Workshop Item -
1218
Vision-language modelling for radiological imaging and reports in the low data regime
Published 2024“…Combined, they significantly improve retrieval compared to fine-tuning CLIP, roughly equivalent to training with 10x the data. …”
Conference item -
1219
A comparative analysis of missing data imputation techniques on sedimentation data
Published 2024“…A comparative analysis on the missing fine sediment data imputation performance was made based on four different techniques, namely the k-Nearest Neighbourhood (k-NN), Support Vector Regression (SVR), Multiple Regression (MR), and Artificial Neural Network (ANN), under the single imputation (SI) and multiple imputation (MI) regimes. …”
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Article -
1220
Towards semantic, debiased and moment video retrieval
Published 2025“…Our approach tackles this challenge for the first time on long, fine-grained, and untrimmed egocentric videos, while existing methodologies target short, coarse-grained, and trimmed third-person videos. …”
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Thesis-Doctor of Philosophy