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检索条件"机构=Thrust of Data Science and Analytics"
52 条 记 录,以下是1-10 订阅
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VRFfall: Cross Vision-RF Fall Detection with Camera and mmWave Radar  30
VRFfall: Cross Vision-RF Fall Detection with Camera and mmWa...
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30th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2024
作者: Zhu, Yanying Song, Haotian Wu, Kaishun Sun, Min Zhou, Li Guangzhou Thrust of Data Science and Analytics Hong Kong Thrust of Internet of Things Guangzhou China China Mobile Information Technology Shenzhen China
Accurate fall detection systems are vital to address the global health concern of elderly falls, which often lead to severe injuries, hospitalizations, and fatalities. Since falls can happen at any time in any locatio... 详细信息
来源: 评论
Continual Learning for Adaptable Car-Following in Dynamic Traffic Environments  27
Continual Learning for Adaptable Car-Following in Dynamic Tr...
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27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024
作者: Chen, Xianda Tiu, PakHin Han, Xu Chen, Junjie Wu, Yuanfei Zheng, Xinhu Zhu, Meixin Intelligent Transportation Thrust Guangzhou511400 China Data Science and Analytics Thrust Guangzhou China Guangdong Provincial Key Lab of Integrated Communication Sensing and Computation for Ubiquitous Internet of Things China
The continual evolution of autonomous driving technology requires car-following models that can adapt to diverse and dynamic traffic environments. Traditional learning-based models often suffer from performance degrad... 详细信息
来源: 评论
Flexible,efficient,and accurate tests for epidemics
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science China Mathematics 2024年 第8期67卷 1881-1898页
作者: Linjiajie Fang Bing-Yi Jing Shen Ling Qiyue Wang Qing Yang Data Science and Analytics Thrust The Hong Kong University of Science and TechnologyHong KongChina Department of Statistics and Data Science Southern University of Science and TechnologyShenzhen 518055China Department of Mathematics and Statistics Dalhousie UniversityHalifaxNS B 3H 4R 2Canada Department of Mathematics The Hong Kong University of Science and TechnologyHong KongChina
Group testing involves discovering a small subset of distinguished subjects from a large population while efficiently reducing the total number of *** has been widely used for industrial testing,information technology... 详细信息
来源: 评论
Generating and Evolving Reward Functions for Highway Driving with Large Language Models  27
Generating and Evolving Reward Functions for Highway Driving...
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27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024
作者: Han, Xu Yang, Qiannan Chen, Xianda Chu, Xiaowen Zhu, Meixin Data Science and Analytics Thrust Information Hub Guangzhou China Guangdong Provincial Key Lab of Integrated Communication Sensing and Computation for Ubiquitous Internet of Things qyangan Intelligent Transportation Thrust Systems Hub Guangzhou China
Reinforcement Learning (RL) plays a crucial role in advancing autonomous driving technologies by maximizing reward functions to achieve the optimal policy. However, crafting these reward functions has been a complex, ... 详细信息
来源: 评论
MedPipe: End-to-End Joint Search of data Augmentation and Neural Architecture for 3D Medical Image Classification  1
MedPipe: End-to-End Joint Search of Data Augmentation and Ne...
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1st IEEE International Conference on Medical Artificial Intelligence, MedAI 2023
作者: He, Xin Chu, Xiaowen Hong Kong Baptist University Dept. Computer Science Hong Kong Hong Kong Data Science and Analytics Thrust Guangzhou China
data augmentation plays a crucial role in deep learning-based medical imaging analysis, but manually designing tailored data augmentation strategies for each dataset is impractical. Although automatic data augmentatio... 详细信息
来源: 评论
How Generative-AI can be Effectively used in Government Chatbots
arXiv
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arXiv 2023年
作者: Lin, Zeteng Data Science and Analytics Thrust China
With the rapid development of artificial intelligence and breakthroughs in machine learning and natural language processing, intelligent question-answering robots have become widely used in government affairs. This pa... 详细信息
来源: 评论
AI-Generated Content for Academic Visualization and Communication in Maker Education  3
AI-Generated Content for Academic Visualization and Communic...
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3rd International Conference on Educational Technology, ICET 2023
作者: Xing, Qingqing Zheng, Chenghong Zhu, Nan Yip, David The Hong Kong University of Science and Technology College of Education Sciences Guangzhou China The Hong Kong University of Science and Technology Data Science and Analytics Thrust Guangzhou China The Hong Kong University of Science and Technology Innovation Policy and Entrepreneurship Thrust Guangzhou China The Hong Kong University of Science and Technology Computational Media and Arts Thrust Guangzhou China
Collaborative learning in higher education, such as the emerging makerspaces, has contributed to research on innovation and participant expertise. However, there is little research on knowledge management in makerspac... 详细信息
来源: 评论
DAHA: Accelerating GNN Training with data and Hardware Aware Execution Planning  50th
DAHA: Accelerating GNN Training with Data and Hardware Aware...
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50th International Conference on Very Large data Bases, VLDB 2024
作者: Li, Zhiyuan Jian, Xun Wang, Yue Shao, Yingxia Chen, Lei The Hong Kong University of Science and Technology Hong Kong Shenzhen Institute of Computing Sciences China Beijing University of Posts and Telecommunications China Data Science and Analytics Thrust The Hong Kong University of Science and Technology Guangzhou Hong Kong
Graph neural networks (GNNs) have been gaining a reputation for effective modeling of graph data. Yet, it is challenging to train GNNs efficiently. Many frameworks have been proposed but most of them suffer from high ... 详细信息
来源: 评论
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits  38
Almost Minimax Optimal Best Arm Identification in Piecewise ...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Hou, Yunlong Tan, Vincent Y.F. Zhong, Zixin Department of Mathematics National University of Singapore Singapore Department of Mathematics Department of Electrical and Computer Engineering National University of Singapore Singapore Data Science and Analytics Thrust Hong Kong University of Science and Technology Guangzhou China
We propose a novel piecewise stationary linear bandit (PSLB) model, where the environment randomly samples a context from an unknown probability distribution at each changepoint, and the quality of an arm is measured ...
来源: 评论
Beyond Non-Degeneracy: Revisiting Certainty Equivalent Heuristic for Online Linear Programming
arXiv
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arXiv 2025年
作者: Chen, Yilun Wang, Wenjia China Data Science and Analytics Thrust Information Hub The Hong Kong University of Science and Technology Guangzhou China
The Certainty Equivalent (CE) heuristic is a widely-used algorithm for various dynamic resource allocation problems in OR and OM. Despite its popularity, existing theoretical guarantees of CE are limited to settings s... 详细信息
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