Deep learning for communication signal classification – part A by Wang, Chien Wei

“…Due to its feature extraction capability, it can be widely used to solve specific problems in different domains. One area where Deep Learning has been applied is in communication signal modulation classification. …”
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Genetic analysis of hominid behaviour by Wong, Simon Daniel Cheng Ji

“…To understand this genetic data, retrieval of genetic data, or in specific, X and Y chromosomes of the subjects in question will be required. …”
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Implementation of a health application that focuses on preventive and precautionary aspects of health (A) by Fong, Janis

“…The app boasts a plethora of features that cater specifically to the needs of middle-aged adults dealing with diabetes and high blood pressure. …”
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Next-generation power converter design using wide bandgap power devices by Shang, Shuye

“…At the same time, I investigated the switching characteristics of Si and SiC MOSFET devices, and established a specific SiC MOSFET switch mathematical model. Due to the high switching speed of these devices, early design optimization in practical engineering applications requires modeling and optimizing the design. …”
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KnowleNet: knowledge fusion network for multimodal sarcasm detection by Yue, Tan, Mao, Rui, Wang, Heng, Hu, Zonghai, Cambria, Erik

“…Sarcasm is a form of communication often used to express contempt or ridicule, where the speaker conveys a message opposite to their true meaning, typically intending to mock or belittle a specific target. Sarcasm detection has gained great attention in the field of natural language processing due to the fact that sarcasm is widespread on social media and difficult to detect for machines. …”
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Badminton data analytics in joint angles and distances between joints: assessing the ai advantage over human expertise by Smitha Saravanan

“…Hence, users should judiciously consider the technology's suitability for their specific requirements in the realm of badminton or similar domains, keeping in mind its strengths and limitations.…”
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Structural behaviour of press-braked austenitic stainless steel slender channel section beam-columns by Li, Shuai, Su, Andi, Zhao, Ou

“…The obtained test and numerical data were adopted to assess the current design interaction curves for press-braked austenitic stainless steel slender channel section beam-columns, as provided in the European code, American specification and Australian/New Zealand standard. The assessment results revealed that all the three codified design interaction curves led to conservative and scattered resistance predictions, due to the conservative compression and bending end points and inappropriate shapes. …”
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Cocktail: mixing multi-modality controls for text-conditional image generation by Hu, Minghui, Zheng, Jianbin, Liu, Daqing, Zheng, Chuanxia, Wang, Chaoyue, Tao, Dacheng, Cham, Tat-Jen

“…In this work, we propose Cocktail, a pipeline to mix various modalities into one embedding, amalgamated with a generalized ControlNet (gControlNet), a controllable normalisation (ControlNorm), and a spatial guidance sampling method, to actualize multi-modal and spatially-refined control for text-conditional diffusion models. Specifically, we introduce a hyper-network gControlNet, dedicated to the alignment and infusion of the control signals from disparate modalities into the pre-trained diffusion model. gControlNet is capable of accepting flexible modality signals, encompassing the simultaneous reception of any combination of modality signals, or the supplementary fusion of multiple modality signals. …”
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Autonomy mobile or progressive web app for elderly by Liu, Fenghao

“…Among these features is the ability for users to set reminders specifically tailored to the needs of the elderly. These reminders can include important tasks such as scheduling physical examinations, remembering to take medications on time, and even helping with navigating maps. …”
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Use of large language models (LLMs) for personalized and accessible mental health support by Lee, Junwei

“…These AI-driven avatars can serve as personalized virtual companions to students, providing them with emotional support, guidance, and coping strategies. However, the specific software tools and their usability, utility, and acceptance by both students and mental health professionals remain relatively unexplored. …”
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An exploratory investigation into the moderating effect of academic resilience on the relationship between academic burnout and counterproductive academic behaviour by Ong, Mark Yi Cong

“…Undergraduates (n = 201) self-reported their perceptions of academic burnout, engagement in counterproductive academic behaviour, and context-specific academic resilience tendencies. Results indicated: (1) the three-factor structure (i.e., perseverance, reflecting and adaptive help-seeking, negative affect and emotional response) best fit the Academic Resilience Scale for this dataset, (2) only two of academic burnout’s three facets – emotional exhaustion and cynicism (but not lack of academic efficacy) – were significantly and positively associated with counterproductive academic behaviour, and (3) there was no evidence of moderating effects concerning each aspect of academic resilience, on the relationships between each aspect of academic burnout and counterproductive academic behaviour. …”
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Optimization of separator coating using crosslinked polyacrylic acid for lithium-Ion batteries by Lim, Zhi Xiang

“…The coulombic efficiency is also consistent and have good specific capacity, which efficiently deliver and store charge without significant losses. …”
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Data driven air pollutant concentration forecast system by Ong, Li Xuan

“…This project focuses on developing an appropriate data-driven air pollutant concentration forecasting system where it will be considering most of the essential air pollutants, aiming to provide reliable predictions of air quality health index levels by categorising them into different health risk categories over specific time periods and stations such as Shatin, Causeway Bay and Mong Kok. …”
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Effects of woven fabric embedment on thin film composite membranes for osmotically driven membrane processes (ODMPs) by Teo, Shino Yu Qin

“…While the technology itself shows potential, further advancement in ODMP membrane development is necessary to fully harness its power production capabilities. Specifically, PRO membranes must possess high mechanical strength to withstand the elevated hydraulic pressure experienced on the draw side of the membrane. …”
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Exploring the bidirectional relationship between childhood BMI z-scores and harsh parenting measures: a longitudinal study by Chew, Jacinth

“…Future research should expand to include paternal data, and other dimensions of parenting behaviours specific to authoritative, permissive, and negligent parenting styles.…”
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Novel nanogel formulations with good antibacterial activities against wound infections by Xu, Ray

“…This paper introduces a novel nanogel formulation for antibacterial purposes on wound dressings, specifically targeting MRSA bacteria. The formulation is innately antibacterial with oligoimidazolium (OIM) and alginate as its crosslinking agents and loaded with NAC. …”
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Development of a Mandarin learning tool for children using speech recognition model by Wang, Yilin

“…This project report explores the evaluation performance of speech recognition and generation models specifically for short Mandarin phrases and children's voices. …”
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Commercialization strategy for FormaCyte therapeutics: Type 1 diabetes patient insights and regulatory pathway analysis on US FDA's impact on other jurisdictions by Liu, Fanzheng

“…Additionally, existing regulatory literature primarily focuses on regenerative medicine, not specifically CT, and lacks comprehensive insights into the impact of US regulations on other jurisdictions, highlighting the need for a more inclusive review to inform FormaCyte's tailored regulatory approach across diverse jurisdictions. 25 patients are interviewed in this project, and insights on their glucose management method, major pain points, lifestyle and mindset, expenditure, and thoughts on FormaCyte are gathered. …”
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Effects of wood composition in 3D printing of wood-polylactic acid composites by Lim, Sean Zhi Xuan

“…The study suggests an optimal wood-PLA balance that can serve specific applications, offering a sustainable alternative to conventional 3D printing materials.…”
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An FPGA-based real-time drone detection system by Cui, Kaixiang

“…The second part is focused on hardware implementation, specifically the hardware realization of the drone detection algorithm. …”
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