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1
Towards understanding genome regulation via high-resolution analysis of chromatin accessibility
Published 2023“…For both bulk and single-cell datasets, I show the robustness of EpiCall in peak calling down-sampled low-quality data, a significant advantage over current peak callers.…”
Thesis -
2
An innovative design of household civil defence shelters
Published 2010“…One is a composite wall made from welded I-section which forms a hollow steel section that is filled with recycled concrete aggregate (CRA). …”
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Final Year Project (FYP) -
3
How do you predict your future movement and locations?
Published 2014“…This project serves to provide an analysis on GPS data and external information like the calls and messages of a person to predict his/her future movement and location. …”
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Final Year Project (FYP) -
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5
Data analytics of air pollution data
Published 2018“…However, the data is presented as raw time series data and no analytics is provided. …”
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Final Year Project (FYP) -
6
Multi-facet in heterogeneous information network representation learning
Published 2020“…The process of converting raw HIN datasets into dense matrixes of lower dimensions while still preserving the network structure as much as possible is called graph embedding or representation learning, which is the very first step to be carried out before any algorithm could be applied on the network to study its structure or node relationships. …”
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Final Year Project (FYP) -
7
Wind power load factor in the United Kingdom
Published 2009“…This programme is driven by the Renewables Obligation (RO), a support mechanism that adds around £1 billion a year to consumer bills at present and is forecast, in its current incarnation, to have cost the consumer around £32 billion in total by 2027. …”
Journal article -
8
RanDumb: random representations outperform online continually learned representations
Published 2025“…Our primary contribution is empirically demonstrating that existing online continually trained deep networks produce inferior representations compared to a simple pre-defined random transforms. Our approach embeds raw pixels using a fixed random transform, approximating an RBF-Kernel initialized before any data is seen. …”
Conference item -
9
Detection of Magnetic Field Effects by Confocal Microscopy
Published 2020“…This dataset contains raw data and accompanying analysis used in the publication 'Detection of Magnetic Field Effects by Confocal Microscopy' by Dejean et al. …”
Dataset -
10
Compressed event sensing (CES) volumes for event cameras
Published 2024“…To address this issue, we propose a novel event representation called compressed event sensing (CES) volumes. CES volumes preserve the high temporal resolution of event streams by leveraging the sparsity property of events and the principles of compressed sensing theory. …”
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Journal Article -
11
Multimodal radar with wide band communication system
Published 2020“…In principle, Wall Penetration Radars must use low frequencies that range from Ultra High Frequency (UHF) to S-band so as to maximise the wall electromagnetic transmission [5]. …”
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Final Year Project (FYP) -
12
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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Article -
13
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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Article -
14
Carbon dioxide capture from biomass pyrolysis gas as an enabling step of biogenic carbon nanotube synthesis and hydrogen recovery
Published 2023“…Utilization of renewable raw materials as feedstock defossilizes industrial manufacturing while subsequent carbon capture reduces carbon footprint. …”
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Journal Article -
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Plastic derived carbon nanotubes for electrocatalytic oxygen reduction reaction : effects of plastic feedstock and synthesis temperature
Published 2020“…Pure low density polyethylene (LDPE), polypropylene (PP) and mixed plastics (MP) were used as raw materials in the two-stage process. In the first stage, the plastics were pyrolysed at 600 °C. …”
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Journal Article -
17
CipherTrace: automatic detection of ciphers from execution traces
Published 2020“…The synthetic information can be categorized as raw (i.e., Platform-driven or Assembly-driven), or lifted (i.e., LLVM-driven). …”
Thesis -
18
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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Thesis -
19
Indoor occupancy estimation using environmental parameters
Published 2017“…To perform occupancy estimation within the proposed framework, we present a novel technique called the Hybrid Feature- Scaled Extreme Learning Machine (HFS-ELM). …”
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Thesis-Doctor of Philosophy -
20
Antimicrobial activity, phytochemical and toxicity analyses of salam [Syzygium polyanthum (Wight) Walp.] leaf extract and its application in food
Published 2018“…In conclusion, S. polyanthum extract exhibited antimicrobial activity, thus it can be developed as natural sanitizer for washing raw food materials and prevent the food spoilage during storage.…”
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Thesis