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检索条件"机构=Department of Knowledge Engineering and Computer Science"
1512 条 记 录,以下是21-30 订阅
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Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport  25
Enhancing Unsupervised Graph Few-shot Learning via Set Funct...
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Proceedings of the 31st ACM SIGKDD Conference on knowledge Discovery and Data Mining V.1
作者: Yonghao Liu Fausto Giunchiglia Ximing Li Lan Huang Xiaoyue Feng Renchu Guan Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education College of Computer Science and Technology Jilin University Changchun China Department of Information Engineering and Computer Science University of Trento Trento Italy
Graph few-shot learning has garnered significant attention for its ability to rapidly adapt to downstream tasks with limited labeled data, sparking considerable interest among researchers. Recent advancements in graph... 详细信息
来源: 评论
Enabling Generalized Zero-Shot Vulnerability Classification
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IEEE Transactions on Dependable and Secure Computing 2025年
作者: Hu, Jinghao Guo, Jinsong Luo, Chen Hu, Yang Lanzinger, Matthias Li, Zhanshan Jilin University Key Laboratory of Symbolic Computation and Knowledge Engineering Ministry of Education College of Software Changchun130012 China University College London Department of Computer Science United Kingdom Amazon United States United Kingdom University of Oxford Department of Computer Science United Kingdom Jilin University Key Laboratory of Symbolic Computation and Knowledge Engineering Ministry of Education College of Computer Science and Technology Changchun130012 China
Regarding computer security, the growth of code vulnerability types presents a persistent challenge. These vulnerabilities, which may cause severe consequences, necessitate precise classification for effective mitigat... 详细信息
来源: 评论
Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks
arXiv
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arXiv 2025年
作者: Liu, Yonghao Li, Mengyu Giunchiglia, Fausto Huang, Lan Li, Ximing Feng, Xiaoyue Guan, Renchu College of Computer Science and Technology Jilin University Changchun China Department of Information Engineering and Computer Science University of Trento Trento Italy Key Laboratory of Symbolic Computation and Knowledge Engineering The Ministry of Education China
Graph neural networks have been demonstrated as a powerful paradigm for effectively learning graph-structured data on the web and mining content from it. Current leading graph models require a large number of labeled ... 详细信息
来源: 评论
Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport
arXiv
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arXiv 2025年
作者: Liu, Yonghao Giunchiglia, Fausto Li, Ximing Huang, Lan Feng, Xiaoyue Guan, Renchu College of Computer Science and Technology Jilin University Changchun China Department of Information Engineering and Computer Science University of Trento Trento Italy Key Laboratory of Symbolic Computation and Knowledge Engineering The Ministry of Education China
Graph few-shot learning has garnered significant attention for its ability to rapidly adapt to downstream tasks with limited labeled data, sparking considerable interest among researchers. Recent advancements in graph... 详细信息
来源: 评论
Towards High-Accuracy 3D Creation of Aviation Tools via Analysis-by-Synthesis
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IEEE Access 2025年
作者: Hassan, Gundu Mohamed Kim, Yoo Sung Jo, Geun Sik Inha University Knowledge Management System Laboratory Department of Artificial Intelligence Engineering Incheon22212 Korea Republic of Inha University Artificial Intelligence Laboratory Department of Computer Science Engineering Incheon22212 Korea Republic of Augmented Knowledge Corporation Incheon22212 Korea Republic of
The field of education is rapidly shifting toward digital platforms;however, aviation education continues to rely heavily on traditional paper-based manuals. This persistence is largely due to the inherent complexity,... 详细信息
来源: 评论
Review of advanced drying techniques: a path to lower greenhouse gas emissions in agriculture
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Discover Sustainability 2025年 第1期6卷 1-26页
作者: Kaveh, Mohammad Abbaspour-Gilandeh, Yousef Nadimi, Mohammad Shahbazi, Feizollah Paliwal, Jitendra Department of Petroleum Engineering College of Engineering Knowledge University Erbil Iraq Department of Biosystems Engineering College of Agriculture and Natural Resources University of Mohaghegh Ardabili Ardabil Iran Department of Biosystems Engineering University of Manitoba Winnipeg Canada Department of Biosystems Engineering Lorestan University Khoramabbad Iran Department of Applied Computer Science The University of Winnipeg Winnipeg Canada
The agricultural sector has one of the largest carbon footprints among all industries due to the extensive use of fossil fuels, chemical fertilizers, and pesticides. Over the past century, agricultural mechanization h...
来源: 评论
A Comparative Analysis of IoT Data Using Machine Learning Algorithms  15th
A Comparative Analysis of IoT Data Using Machine Learning Al...
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15th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2023 and 14th World Congress on Nature and Biologically Inspired Computing, NaBIC 2023
作者: Nagashree, B.A. Satheesh Kumar, S. Muthukumaran, V. Munrathnam, Meram Angeline Kavitha, M. Department of Computer Science and Applications School of CSA REVA University Bangalore India Department of Computer Science School of Applied Sciences REVA University Bangalore India Department of Mathematics College of Engineering and Technology SRM Institute of Science and Technology Chennai India Department of Mathematics Rajiv Gandhi University of Knowledge Technologies R.K. Valley Kadapa District Andhra Pradesh Idupulapaya516330 India Department of Mathematics Voorhees College Vellore632001 India
IoT (Internet of Things) is revolutionizing the commercial environment by acquiring vast amounts of data from various sources. However, processing and analyzing this data is challenging due to the large volume of IoT ... 详细信息
来源: 评论
Enhancing Kidney Stone Detection in CT scans with Image Processing and the DCNN-RELM Model
Enhancing Kidney Stone Detection in CT scans with Image Proc...
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Electronics and Renewable Systems (ICEARS), International Conference on
作者: Manjula Prabakaran Jesmin Zakaria S Kannan Santhiya P Rajasekar P M V Rathnamma Department of CSE- (Data Science) Madanapalle Institute of Technology & Science Andhra Pradesh India Department of Electronics & Communication Engineering (ECE) NSHM Knowledge Campus Durgapur West Bengal India Department of Computer Science and Engineering School of Engineering and Technology Dhanalakshmi Srinivasan University Trichy Tamilnadu India Department of Computer Science and Engineering Sathyabama Institute of Science and Technology Chennai Tamilnadu India Department of CSE KLM College of Engineering for Women Kadapa Andhra Pradesh India
CT of the urinary system, abdomen, and kidneys appears to improve kidney stone screening and identification. Segmentation and categorization are essential for kidney stone identification and management. This work deve... 详细信息
来源: 评论
Blockchain-Based IoMT Security: BSHS-EODL Method for Secure Data Storage and Analysis
Blockchain-Based IoMT Security: BSHS-EODL Method for Secure ...
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Integrated Circuits and Communication Systems (ICICACS), IEEE International Conference on
作者: Biru Rajak M. Shailaja Mustafa Zuhaer Nayef Al-Dabagh Ali Ali Saber Mohammed Malik Bader Alazzam Ponni Valavan M Department of Computer Science Asansol Girls' College Under the Kazi Nazrul University Asansol India Department of Computer Science(DataScience) MallaReddy University Hyderabad India Department of Computer Science College of Science Knowledge University Erbil Iraq Department of Computer Engineering Al Kitab University Kirkuk Iraq Faculty of Information Technology Jadara University Irbid Jordan Department of AI & DS K. Ramakrishnan College of Engineering Trichy India
The integration of the Internet of Medical Things (IoMT) has revolutionized healthcare by improving patient care and system efficiency. However, this progress introduces significant concerns about data security and pr... 详细信息
来源: 评论
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection
arXiv
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arXiv 2025年
作者: Hao, Pingting Liu, Kunpeng Gao, Wanfu College of Computer Science and Technology Jilin University China Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University China Department of Computer Science Portland State University PortlandOR97201 United States
In recent years, multi-view multi-label learning (MVML) has gained popularity due to its close resemblance to real-world scenarios. However, the challenge of selecting informative features to ensure both performance a... 详细信息
来源: 评论