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1001
An enhanced deep reinforcement learning ensemble empowered by large language model
Published 2024“…At its core, LLM-DRE effectively processes and synthesizes disparate forms of market data to fine-tune trading strategies, enabling an enriched assessment of financial environments. …”
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Final Year Project (FYP) -
1002
Annotating videos that teach MS Excel and predicting mouse / keyboard actions
Published 2024“…The research methodology involves exploring the limitations of fine-tuning Flan-T5 for this task, while also utilizing prompt engineering on Large Language Model (LLM) such as Llama 2 as an alternative method. …”
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Final Year Project (FYP) -
1003
Analyzing job roles and skill descriptions using NLP techniques (part 1: data cleaning and pre-processing and part 4: front-end visualization/user interface) - collaboration with A...
Published 2024“…The initial phase emphasizes data cleaning and pre-processing to fine-tune job descriptions and associated skill sets. …”
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Final Year Project (FYP) -
1004
Job scam detection using classification algorithms
Published 2024“…Hence, future work in this area can focus on creating a more robust, comprehensive and balanced dataset as compared to the EMSCAD dataset and focus on fine-tuning other transformer models such as BigBird and Longformer, that are capable of handling larger sequences of texts.…”
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Final Year Project (FYP) -
1005
Supercreative : unleashing creative potential.
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Final Year Project (FYP) -
1006
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1007
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1008
Image retrieval with deep learning
Published 2017“…Actions can be done to fine-tune the feature extractor with distorted images to see whether it will be more resilient to these distortion methods. …”
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Final Year Project (FYP) -
1009
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1010
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1011
Plasma enhanced chemical vapor deposition growth of vanadium dioxide
Published 2019“…To achieve high quality VO2 thin film on a soda lime glass substrate, understanding nucleation mechanism to fine tune the process condition is essential. Are discussed in this report. …”
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Final Year Project (FYP) -
1012
Parallelizing Sparse Matrix Solve for SPICE Circuit Simulation using FPGAs
Published 2015“…Fine-grained dataflow processing of sparse matrix-solve computation (Ax = b) in the SPICE circuit simulator can provide an order of magnitude performance improvement on modern FPGAs. …”
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Conference Paper -
1013
Particles size-associated membrane fouling in microfiltration of denitrifying granules supernatant
Published 2013“…It was also found that the addition of calcium in SBRs could help to reduce concentrations of fine particles, colloids and soluble extracellular polymeric substances (sEPS), and subsequently led to the reduction of membrane fouling.…”
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Journal Article -
1014
Polarity assignment in ZnTe, GaAs, ZnO, and GaN-AlN nanowires from direct dumbbell analysis
Published 2013“…The proposed experimental via opens new routes for the fine characterization of nanostructures, e.g., in electronic and optoelectronic fields, where the polarity is crucial for the understanding of their physical properties (optical and electronic) as well as their growth mechanisms.…”
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Journal Article -
1015
Bach performance practice in the late French Romantic Organ School: a study of Welte organ roll recordings
Published 2024“…However, written sources can only give generalities of performance practice. The extremely fine details of timing, articulation, registration, and more can be seen in the medium of organ rolls by the Welte Company of Freiburg im Breisgau, which can not only reproduce performances today that sound identical to what the recording artist heard, but be analysed in extreme detail.…”
Thesis -
1016
Alternative splicing in the DBD linker region of p63 modulates binding to DNA and iASPP in vitro
Published 2025“…We speculate that, through the formation of hetero-complexes of both isoforms, the affinity to DNA, as well as the interaction with iASPP, can be fine-tuned in a tissue-specific manner.…”
Journal article -
1017
Investigating factors contributing to enhancer-promoter interaction
Published 2023“…This thesis aims to address less well understood mechanisms of how enhancer-promoter communication is fine tuned in the context of the murine ⍺-globin locus. …”
Thesis -
1018
Optimizing diode laser performance: effective noise reduction in a three-dimension printing machine
Published 2024“…This research focuses on reducing noise in 3D laser printers, commonly used in businesses and home offices. By fine-tuning printer components and analyzing noise levels, the primary goal is to minimize the noise produced by a 3D laser printer. …”
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Article -
1019
Development of Adaptive Neuro-Fuzzy Inference System to Predict Concrete Compressive Strength
Published 2024“…Each dataset was consisting of six input variables that were water, cement, fine and coarse aggregates, silica fume, and superplasticizer. …”
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Conference or Workshop Item -
1020
Light-induced paramagnetism in colloidal Ag+-doped CdSe nanoplatelets
Published 2021“…This work points to the possibility of incorporating these nanoplatelets into spintronic devices, in which light can be used to control the spin injection.…”
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Journal Article