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141
A joint learning method with consistency-aware for low-resolution facial expression recognition
Published 2024“…Existing facial expression recognition (FER) methods are mainly devoted to learning discriminative features from high-resolution images. However, when applied to low-resolution images, their performance drops rapidly. …”
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Journal Article -
142
An efficient privacy-aware split learning framework for satellite communications
Published 2024“…DTIP strategically applies differential privacy to raw graph data and prunes GNNs, thereby optimizing both model size and communication load across network tiers. …”
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Journal Article -
143
Limits to extreme event forecasting in chaotic systems
Published 2024“…Some examples include weather forecasting, traffic management, power grid operations, and financial market analysis, to name a few. Methods of increasing sophistication have been developed to forecast events in these systems. …”
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Thesis -
144
Transport phenomena of immiscible fluids in microchannels
Published 2021“…Due to the prevalence of miniaturization in the past two decades, microdroplets have been widely applied to the fields of chemistry, biology, and material science. …”
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Thesis-Doctor of Philosophy -
145
Solar UAV : design and fabrication of structural test rig for loading and testing a 7.5m half wing
Published 2013“…Loadings similar to the aerodynamics forces were then applied to test specimen. Measurements such as deflection and strain values were obtained from the loading tests. …”
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Final Year Project (FYP) -
146
A unified framework of active transfer learning for cross-system recommendation
Published 2017“…In the past decade, artificial intelligence (AI) techniques have been successfully applied to recommender systems employed in many e-commerce companies, such as Amazon, eBay, Netflix, etc., which aim to provide personalized recommendations on products or services. …”
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Journal Article -
147
Relationship between irregularities of the nuclear envelope and mitochondria in HeLa cells observed with electron microscopy
Published 2024“…For this purpose, several mitochondria segmentation algorithms were quantitatively compared, namely: Topology, Image Processing, Topology and Image Processing, and Deep Learning, which provided the highest accuracy. …”
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Conference or Workshop Item -
148
The Concept of Fatwa DSN-MUI on Waqf Insurance Benefits and Investment Benefits in Sharia Life Insurance: Historical Study
Published 2024“…The issuance of the fatwa on waqf insurance benefits and investment benefits in Sharia life insurance is due to a request from an Islamic financial institution, namely Sun Life Financial Syariah and Al-Azhar Waqf Institution, which applied for the determination of the Sharia aspects of life insurance investment benefits for waqf products and waqf insurance policies. …”
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Article -
149
Individual-fMRI-approaches reveal cerebellum and visual communities to be functionally connected in obsessive compulsive disorder
Published 2021“…We evaluated group differences in functional connectivity using individual-fMRI-subspace and established its advantage over conventional-fMRI methodology. We applied prediction-based approaches to highlight the group differences by evaluating the differences in functional connections that predicted the clinical scores (namely, the Obsessive-Compulsive Inventory-Revised (OCI-R) and Hamilton Anxiety Rating Scale). …”
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Journal Article -
150
The representation of n-cutting site splicing languages for a single string with palindromic rule via de Bruijn graph
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Conference or Workshop Item -
151
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152
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153
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154
Transcriptional brain networks and their key regulators across the human lifespan
Published 2014“…I extended the analysis to differentiate between brain regions and additional regulatory RNA elements, namely long noncoding (lnc) RNAs. I found that genes in the hypothalamus express a region-specific network to which are also associated co-expressed lncRNAs. …”
Thesis -
155
Image restoration via simultaneous nonlocal self-similarity priors
Published 2022“…Then a group-based Gaussian mixture model (GMM) learning algorithm is applied to learn an external NSS prior. We exploit the SSR model by integrating the NSS priors of both internal and external image data. …”
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Journal Article -
156
Development of kinetics model for torrefaction of empty fruit bunch from palm oil waste
Published 2017“…In this study, the kinetic parameters of empty fruit bunch (EFB) from palm oil waste torrefied at 240°C and 270°C are predicted by applying two different kinetic models namely Di Blasi-Lanzetta Model and Rousset Model for both heating and isothermal phases. …”
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Article -
157
Conformable ultrasound breast patch for deep tissue scanning and imaging
Published 2024“…Ultrasound is widely used for tissue imaging such as breast cancer diagnosis; however, fundamental challenges limit its integration with wearable technologies, namely, imaging over large-area curvilinear organs. …”
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Article -
158
Differentially private deep learning for time series data
Published 2020“…To address this, a new concept of privacy was formalized, namely Differential Privacy, and it gave rise to various implementations to satisfy these privacy criterion in the context of machine learning, with Differentially Private Stochastic Gradient Descent (DP-SGD) being one of the most prominent. …”
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Final Year Project (FYP) -
159
Maximizing airport runway throughput via sequencing arrival schedule
Published 2015“…A fast time simulation software AirTop is used to perform three test scenarios by varying the type of aircraft used for the test, namely the medium, heavy and super heavy aircrafts, on each of the three cases proposed. …”
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Final Year Project (FYP) -
160
‘Doing’ leadership in interaction : a discursive investigation of emerging leadership construction in small group interaction
Published 2016“…Conversation analysis was applied to reveal the processes and strategies by which emerging leadership is constructed. …”
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Thesis