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1581
Prevalence of West Nile virus in domesticated mammals (cattle, goat, horse and pig) in selected areas of Peninsular Malaysia
Published 2022“…Serological results indicate past exposure to WNV in all the species in this study. …”
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Thesis -
1582
Layer-by-Layer Nanoparticles for Cytokine Delivery
Published 2024“…In the past decade, cancer immunotherapy has been a promising therapeutic strategy for cancer treatment. …”
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Thesis -
1583
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1584
Adversarial robustness of deep reinforcement learning
Published 2022“…Over the past decades, the advancements in deep reinforcement learning (DRL) have demonstrated that deep neural network (DNN) policies can be trained to prescribe near-optimal actions in many complex tasks. …”
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Thesis-Doctor of Philosophy -
1585
Dynamics in blue emitting metal halide perovskites for light emitting diodes
Published 2023“…Metal halide perovskites are a group of semiconductors that have received a great amount of attention during the past years due to impressive - and continuously increasing - performance as active materials implemented in solar cells and light emitting diodes. …”
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Thesis-Doctor of Philosophy -
1586
Predicting glaucoma progression using deep learning framework guided by generative algorithm
Published 2024“…The proposed method was used to predict VF changes 12 months after the first visit by combining past multimodal inputs with synthesized future images generated using generative adversarial network (GAN). …”
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Journal Article -
1587
Vision-based patient wellness monitoring using facial cues
Published 2017“…The wellness indicators such as eye state, eyeball movement, blink, mouth kept open, yawning, talking and brow furrows were finally integrated into a framework to determine the wellness state to be one of - asleep, awake, drowsy, inactive and discomfort. Past history of the wellness state over a period of time was also incorporated to generate a wellness profile, which is then used to assess the condition of the patient relative to an initial state. …”
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Thesis -
1588
Synthesis and optical study of lead halide perovskites for opto-electronic applications
Published 2018“…Organic-inorganic metal halide perovskite is an emerging class of semiconductors. In the past few years, we have witnessed many breakthrough applications of this material, especially in the field of thin film solar cells, light emitting diodes, and lasers. …”
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Thesis -
1589
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 -
1590
Synoptic analysis of a decade of daily measurements of SO2 emission in the troposphere from volcanoes of the global ground-based network for observation of volcanic and atmospheric...
Published 2021“…We also compare our results with those reported in the literature, providing ranges of variability in emission not accessible in the past. The open-access data repository introduced in this article will enable further exploitation of this unique dataset, with a focus on volcanological research, risk assessment, satellite-sensor validation, and improved quantification of the prevalent tropospheric component of global volcanic emission.…”
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Journal Article -
1591
Explainable artificial intelligence (XAI) for healthcare decision-making
Published 2022“…The renewed understanding then affects the extent to which the desiderata are satisfied. Over the past decade, a plethora of explainability approaches have been proposed, ranging from ante-hoc methods that seek to build explainability features into a model itself to post-hoc methods that use techniques to improve the explainability of an already developed model. …”
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Thesis-Doctor of Philosophy -
1592
Dynamic games for resource allocation in metaverse services and architectures
Published 2023“…The memory features can reflect EIPs' economic-aware nature, i.e., leveraging past decision information in future decision-making. …”
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Thesis-Doctor of Philosophy -
1593
Engineered terahertz emission from spintronic heterostructures: amplitude, phase and chirality
Published 2023“…To conclude, in chapter 9, we highlight that control over the intensities and polarization of the THz waves has produced several efficient sensors and reconfigurable devices in the past. Despite of which, it lacked the desired chirality control of the broadband THz field. …”
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Thesis-Doctor of Philosophy -
1594
Energy-efficient hardware accelerators based on bit-serial graph and memory-centric computing architectures
Published 2023“…As semiconductor process technology nodes have shrunk over the past few decades, the complexity of application-specific integrated circuits (ASICs) has grown significantly. …”
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Thesis-Doctor of Philosophy -
1595
抒情作家莫河的地方经验 : 故土、历史与文化的记忆 = Lyrical writer Mo He's local experiences : the memories of homeland, history and culture
Published 2021“…Mo He was very passionate and his lyrical prose revealed a great appreciation of the rustic village atmosphere of Singapore’s past. Mo He imbued his prose with his deep thoughts and feelings, and he reflected deeply in humanistic and cultural concerns. …”
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Thesis-Master by Research -
1596
Enhancing tensile and fatigue properties of additively manufactured alloys by post-processing heat treatment
Published 2022“…While investment in additive manufacturing has taken significant strides in the past few years, widespread industrial adoption is still at a slow pace due to the poor mechanical properties and lack of competency against conventionally manufactured (CM) counterparts. …”
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Thesis-Doctor of Philosophy -
1597
The sensitivity of tsunami models and tsunami energy to geologically constrained fault sources and shallow bathymetry
Published 2023“…The field of tsunami research has advanced significantly in the past 18 years since the 2004 Indian Ocean tsunami, but mismatches between source mechanisms and coastal wave heights demonstrate that important knowledge gaps remain. …”
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Thesis-Doctor of Philosophy -
1598
Developing a portable, high-speed, low-cost desktop photoacoustic tomography imaging system
Published 2019“…With advancement in laser technology, pulsed laser diodes have come into existence and been used effectively for PA imaging over the past few years. These PLD lasers are compact in size, light in weight and less expensive compared to the conventional Nd:YAG lasers. …”
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Thesis -
1599
Structured sparse representations for supervised and unsupervised learning
Published 2020“…Therefore, building a scalable data representation has become a critical part of the ML processing pipeline, where there has been a huge amount of work addressing on this topic in the past. This thesis focuses on a specific data representation technique named sparse coding (SC) which has been found effective for natural signals such as images. …”
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Thesis-Doctor of Philosophy -
1600
Data driven and learning based approaches for integrated landside airside operations optimization
Published 2022“…As copious amount of data becomes easily available, our ability to learn, draw insights and obtain actionable knowledge using past operations data is a pre-requisite for establishing efficient airport operations that are sensitive to passenger needs.…”
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Thesis-Doctor of Philosophy