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line » like (Expand Search), life (Expand Search)
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2401
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) -
2402
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2403
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2404
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 -
2405
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) -
2406
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) -
2407
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2408
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) -
2409
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2410
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2411
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 -
2412
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 -
2413
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 -
2414
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 -
2415
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 -
2416
Relationship between synoptic scale meteorology, aircraft parameters, and observable contrails
Published 2024“…Long-lasting or "persistent" contrails are line-shaped clouds that form when airplanes fly through cold and humid parts of the atmosphere that are ice-supersaturated. …”
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Thesis -
2417
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2418
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2419
Public bus transit service modeling and optimization: from conventional to autonomous vehicles
Published 2022“…In the first part, this thesis proposes a novel tri-level model for a transit service operation design problem that primarily determines the optimal bus line frequency setting. Unlike the existing studies, the strategy choices of passengers in presence of congested common lines are explicitly considered. …”
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Thesis-Doctor of Philosophy -
2420
A comparative analysis of ENCODE and Cistrome in the context of TF binding signal
Published 2024“…Results: We provide evidence that data points with high signalValue(s) (top 25% of values) are more likely to be consistent between ENCODE and Cistrome in human cell lines K562, GM12878, and HepG2. In addition, we show that filtering according to said high values improves the quality of predictions for a machine learning algorithm that detects transcription factor interactions based only on positional information. …”
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Journal Article