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检索条件"机构=Faculty of Computing and Data Science"
1120 条 记 录,以下是241-250 订阅
排序:
Avoiding exp(Rmax) scaling in RLHF through Preference-based Exploration
arXiv
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arXiv 2025年
作者: Chen, Mingyu Chen, Yiding Sun, Wen Zhang, Xuezhou Department of Electrical & Computer Engineering Boston University United States Department of Computer Science Cornell University United States Faculty of Computing & Data Sciences Boston University United States
Reinforcement Learning from Human Feedback (RLHF) has emerged as a pivotal technique for large language model (LLM) alignment. This paper studies the setting of online RLHF and focus on improving sample efficiency. Al... 详细信息
来源: 评论
Optimisation and Performance Computation of a Phase Frequency Detector Module for IoT Devices
Annals of Emerging Technologies in Computing
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Annals of Emerging Technologies in computing 2024年 第1期8卷 13-21页
作者: Hemel, Md. Shahriar Khan Reaz, Mamun Bin Ibne Ali, Sawal Hamid Bin Md Bhuiyan, Mohammad Arif Sobhan Miraz, Mahdi H. Department of Electrical Electronic and Systems Engineering Universiti Kebangsaan Malaysia Malaysia Department of Electrical and Electronic Engineering Independent University Bangladesh School of Electrical Engineering and Artificial Intelligence Xiamen University Malaysia Malaysia School of Computing and Data Science Xiamen University Malaysia Malaysia Faculty of Arts Science and Technology Wrexham University United Kingdom Faculty of Computing Engineering and Science University of South Wales United Kingdom
The Internet of Things (IoT) is pivotal in transforming the way we live and interact with our surroundings. To cope with the advancement in technologies, it is vital to acquire accuracy with the speed. A phase frequen... 详细信息
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Divide-Conquer Transformer Learning for Predicting Electric Vehicle Charging Events Using Smart Meter data
arXiv
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arXiv 2024年
作者: Ke, Fucai Wang, Hao Department of Human Centred Computing Faculty of Information Technology Monash University Australia Department of Data Science and AI Faculty of Information Technology Monash University Australia Monash Energy Institute Monash University Australia
Predicting electric vehicle (EV) charging events is crucial for load scheduling and energy management, promoting seamless transportation electrification and decarbonization. While prior studies have focused on EV char... 详细信息
来源: 评论
Research on long and short-term social recommendation based on convolutional and gated recurrent units  29
Research on long and short-term social recommendation based ...
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29th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2023
作者: Jia, Zihe Xue, Peng Dai, Zhiqiang Gao, Qian Zhang, Xiaomeng Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Jinan250014 China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Jinan250353 China Shandong Fundamental Research Center for Computer Science Shandong Provincial Key Laboratory of Computer Networks Jinan250014 China
The development of the Internet has made people more closely related and has put forward higher requirements for recommendation models. Most recommendation models are studied only for the long-term interests of users.... 详细信息
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Predictive Modelling of Protest Event Signatures: Analyzing Temporal Dynamics and Digital Activism Discourse Across Global Movements
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Journal of Social computing 2025年 第1期6卷 43-50页
作者: Amila Chethana Nanayakkara B. T. G. Samantha Kumara R. M. Kapila Tharanga Rathnayaka Center for Computer Studies Sabaragamuwa University of Sri Lanka Belihuloya Sri Lanka Department of Data Science Faculty of Computing Sabaragamuwa University of Sri Lanka Belihuloya Sri Lanka Department of Physical Sciences and Technology Faculty of Applied Sciences Sabaragamuwa University of Sri Lanka Belihuloya Sri Lanka
This research introduced a predictive modeling framework to analyze the temporal dynamics of social media discourse during three global movements: the Mahsa Amini Protests (2022), South African Unrest (2021), and the ... 详细信息
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Digital Sovereignty through Africa-Centric Emotional Intelligence: A Proof of Concept for AI-Enhanced Mental Health Support
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Procedia Computer science 2025年 254卷 269-278页
作者: Sontaga G. Forane Absalom E. Ezugwu Kevin Igwe Unit for Data Science and Computing North-West University 11 Hoffman Street Potchefstroom 2520 North-West South Africa Department of Psychology Faculty of Humanities University of Johannesburg Bunting Road Auckland Park Johannesburg 2092 South Africa
Digital sovereignty is vital for enabling communities to control their technological ecosystems, particularly in areas like mental health, where cultural relevance and data autonomy are paramount. This study examines ... 详细信息
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MG-Net: learn to customize QAOA with circuit depth awareness  24
MG-Net: learn to customize QAOA with circuit depth awareness
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Proceedings of the 38th International Conference on Neural Information Processing Systems
作者: Yang Qian Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao School of Computer Science Faculty of Engineering University of Sydney New South Wales Australia Institute of Artificial Intelligence School of Computer Science Wuhan University Wuhan China College of Computing and Data Science Nanyang Technological University Singapore Singapore
Quantum Approximate Optimization Algorithm (QAOA) and its variants exhibit immense potential in tackling combinatorial optimization challenges. However, their practical realization confronts a dilemma: the requisite c...
来源: 评论
Extended Kalman Filter Algorithm to Detect False data Injection in Wireless Sensor Network  2
Extended Kalman Filter Algorithm to Detect False Data Inject...
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2nd International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2023
作者: Babuji, R. Ganesan, J. Jeya Lekha, D. Karthikeyan, M. Kalai Selvi, D.M. Rmk Engineering College Department of Electronics and Communication Engineering Tamil Nadu Chennai India Sri Sairam Institute of Technology Department of Artificial Intelligence and Data Science Tamil Nadu Chennai India Rmk College of Engineering and Technology Department of Computer Science and Engineering Tamil Nadu Chennai India Srm Institute of Science and Technology School of Computing Faculty of Engineering and Technology Department of Computing Technologies Tamil Nadu Chennai India R.M.D. Engineering College Department of Computer Science and Engineering Tamil Nadu Chennai India
Wireless Sensor Networks (WSN) contains spatially distributed sensor nodes that collaborate with each other. However, the WSN is susceptible since the wireless medium is unpredictable. Several conventional approaches ... 详细信息
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Semi-Supervised Feature Selection With Multi-Scale Fuzzy Information Fusion: From Both Global and Local Perspectives
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IEEE Transactions on Fuzzy Systems 2025年 第6期33卷 1825-1839页
作者: Zhou, Nan Liao, Shujiao Chen, Hongmei Ding, Weiping Lu, Yaqian Minnan Normal University School of Mathematics and Statistics Fujian Key Laboratory of Granular Computing and Applications Zhangzhou363000 China Southwest Jiaotong University School of Computing and Artificial Intelligence National Engineering Laboratory of Integrated Transportation Big Data Application Technology Chengdu611756 China Nantong University School of Artificial Intelligence and Computer Science Nantong226019 China City University of Macau Faculty of Data Science 999078 China
In reality, the laborious nature of label annotation leads to the widespread existence of limited labeled data. Moreover, multi-scale data have received widespread attention due to its rich knowledge representation. H... 详细信息
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Empowering autonomous IoT devices in blockchain through gasless transactions
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Blockchain: Research and Applications 2025年 第2期6卷
作者: Madhwal, Yash Yanovich, Yury Korotkevich, Aleksandra Parshina, Daria Seropian, Nshteh Gavrilov, Stepan Nikolaev, Alex Balachander, S. Murugan, A. Skolkovo Institute of Science and Technology Moscow121205 Russia Faculty of Computer Science HSE University Moscow109028 Russia Faculty of Information and Communication Technologies ITMO University St. Petersburg197101 Russia Moscow Institute of Physics and Technology Moscow141701 Russia Department of Data Science and Business Systems School of Computing SRM Institute of Science and Technology Kattankulathur603203 India
The article introduces a proof-of-concept (PoC) that demonstrates the management of Internet of Things (IoT) devices' infrastructure via smart contracts, facilitating their interaction with the blockchain through ... 详细信息
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