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检索条件"机构=Data Science&Big Data Lab"
1455 条 记 录,以下是291-300 订阅
排序:
Federated Learning-Outcome Prediction with Multi-layer Privacy Protection
arXiv
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arXiv 2023年
作者: Zhang, Yupei Li, Yuxin Wang, Yifei Wei, Shuangshuang Xu, Yunan Shang, Xuequn School of Computer Science Northwestern Polytechnical University Xi’an710129 China MIIT Lab of Big Data Storage and Management Xi’an710129 China
Learning-outcome prediction (LOP) is a longstanding and critical problem in educational routes. Many studies have contributed to developing effective models while often suffering from data shortage and weak generaliza... 详细信息
来源: 评论
Optimizing Ethanol Production in Escherichia Coli Using a Hybrid of Particle Swarm Optimization and Artificial Bee Colony  22
Optimizing Ethanol Production in Escherichia Coli Using a Hy...
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Proceedings of the 6th International Conference on Advances in Artificial Intelligence
作者: Mohamad Faiz Dzulkalnine Mohd Saberi Mohamad Yee Wen Choon Muhammad Akmal Remli Hany Alashwal Artificial Intelligence and Bioinformatics Research Group Faculty of Computing Universiti Teknologi Malaysia Malaysia Health Data Science Lab Department of Genetics and Genomics College of Medical and Health Sciences United Arab Emirates University UAE and Big Data Analytics Center United Arab Emirates University UAE Institute for Artificial Intelligence and Big Data Universiti Malaysia Kelantan Malaysia and Department of Data Science Universiti Malaysia Kelantan Malaysia Department of Computer Science and Software Engineering College of Information Technology United Arab Emirates University UAE and Big Data Analytics Center United Arab Emirates University UAE
Metabolic engineering for biomass production using microorganisms’ cell has received considerable attention in recent years. This is due to the biomass products being extensively used in the field of food additives, ... 详细信息
来源: 评论
Explore the Mode of big data Talent Training Based on Integration between Industry and Education for IMIS  11
Explore the Mode of Big Data Talent Training Based on Integr...
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11th International Conference on Information Technology in Medicine and Education, ITME 2021
作者: Cuiling, Zhu Chengwei, Yang School of Management Science and Engineering Shandong University of Finance and Economic China Big Data and Artificial Intelligence Lab University of Finance and Economic Shandong China Intelligent Elderly Care and Big Data Engineering Laboratory of ShanDong Province Ji 'Nan China
With the advent of big data, the construction of new engineering in higher education is urgently required, and the requirements of information management and information system specialty(IMIS for short) in big data an... 详细信息
来源: 评论
Malay lexical simplification model for non-native speaker  5
Malay lexical simplification model for non-native speaker
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5th International Conference on Intelligent Systems and Computer Vision, ISCV 2022
作者: Omar, Salehah Bakar, Juhaida Abu Nadzir, Maslinda Mohd Harun, Nor Hazlyna Yusoff, Nooraini Sultan Abdul Halim Mu'adzam Shah Polytechnic Department of Information Technology and Communication Kedah Jitra06000 Malaysia Universiti Utara Malaysia Data Science Research Lab School of Computing Kedah Sintok06010 Malaysia Institute for for Artificial Intelligence and Big Data Universiti Malaysia Kelantan Kelantan Kota Bharu16100 Malaysia
Vocabulary is an important language skill that can affect a person's understanding of a sentence. Thus, lexical simplification is the task of converting difficult words into simpler words. It is to make it easier ... 详细信息
来源: 评论
OUTLIER SYNTHESIS VIA HAMILTONIAN MONTE CARLO FOR OUT-OF-DISTRIBUTION DETECTION
arXiv
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arXiv 2025年
作者: Li, Hengzhuang Zhang, Teng National Engineering Research Center for Big Data Technology and System Service Computing Technology and Systems Laboratory Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
Out-of-distribution (OOD) detection is crucial for developing trustworthy and reliable machine learning systems. Recent advances in training with auxiliary OOD data demonstrate efficacy in enhancing detection capabili... 详细信息
来源: 评论
HYPERBOLIC HYPERGRAPH NEURAL NETWORKS FOR MULTI-RELATIONAL KNOWLEDGE HYPERGRAPH REPRESENTATION
arXiv
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arXiv 2024年
作者: Li, Mengfan Shi, Xuanhua Qiao, Chenqi Zhang, Teng Jin, Hai National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan430074 China
Knowledge hypergraphs generalize knowledge graphs using hyperedges to connect multiple entities and depict complicated relations. Existing methods either transform hyperedges into an easier-to-handle set of binary rel... 详细信息
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Robust Federated Learning for Privacy Preservation and Efficiency in Edge Computing
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IEEE Transactions on Services Computing 2025年
作者: Zhou, Hao Dai, Hua Yang, Geng Xiang, Yang Nanjing University of Posts and Telecommunications School of Computer Science Jiangsu Security and Intelligent Processing Lab of Big Data Nanjing210023 China Swinburne University of Technology Department of Computer Science HawthornVIC3122 Australia
Federated Learning (FL) has emerged as a key enabler of privacy-preserving distributed model training in edge computing environments, crucial for service-oriented applications such as personalized healthcare, smart ci... 详细信息
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Exploiting Modality-Invariant Feature for Robust Multimodal Emotion Recognition with Missing Modalities
Exploiting Modality-Invariant Feature for Robust Multimodal ...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Haolin Zuo Rui Liu Jinming Zhao Guanglai Gao Haizhou Li Inner Mongolia University Hohhot China Qiyuan Lab Beijing China National University of Singapore Singapore Shenzhen Research Institute of Big Data School of Data Science The Chinese University of Hong Kong Shenzhen China
Multimodal emotion recognition leverages complementary information across modalities to gain performance. However, we cannot guarantee that the data of all modalities are always present in practice. In the studies to ... 详细信息
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The Power of Bamboo: On the Post-Compromise Security for Searchable Symmetric Encryption  30
The Power of Bamboo: On the Post-Compromise Security for Sea...
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30th Annual Network and Distributed System Security Symposium, NDSS 2023
作者: Chen, Tianyang Xu, Peng Picek, Stjepan Luo, Bo Susilo, Willy Jin, Hai Liang, Kaitai National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab China Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering China Cluster and Grid Computing Lab School of Computer Science and Technology China Huazhong University of Science and Technology Wuhan430074 China Digital Security Group Radboud University Nijmegen Netherlands Department of EECS Institute of Information Sciences The University of Kansas LawrenceKS United States Institute of Cybersecurity and Cryptology School of Computing and Information Technology University of Wollongong WollongongNSW2522 Australia Faculty of Electrical Engineering Mathematics and Computer Science Delft University of Technology Delft2628 CD Netherlands
Dynamic searchable symmetric encryption (DSSE) enables users to delegate the keyword search over dynamically updated encrypted databases to an honest-but-curious server without losing keyword privacy. This paper studi...
来源: 评论
AEFNet: Adaptive Scale Feature Based on Elastic-and-Funnel Neural Network for Healthcare Representation
AEFNet: Adaptive Scale Feature Based on Elastic-and-Funnel N...
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2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021
作者: Liu, Yang Wu, Jialun Wei, Yuhua Mao, Bing Li, Chen Gong, Tieliang Xi'An Jiaotong University School of Computer Science and Technology National Engineering Lab for Big Data Analytics Shaanxi Xi'an710049 China
Healthcare Representation learning has been a key element to achieving state-of-the-art performance on healthcare prediction. Recent advances based Electronic Healthcare Records(EHRs) are mostly devoted to extracting ... 详细信息
来源: 评论