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Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
Incorporating texture and silhouette for video-based person re-identification 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 156, 页码: 13
作者:  Bai, Shutao;  Chang, Hong;  Ma, Bingpeng
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Silhouette  Relational modeling  Decomposition  
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network  
A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network 期刊论文
PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2024, 卷号: 9, 期号: 6, 页码: 1-18
作者:  Yi, Zhenxiao;  Wang, Shi;  Li, Zhaoting;  Wang, Licheng;  Wang, Kai
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Accuracy  Recurrent neural networks  Computational modeling  Time series analysis  Predictive models  Supercapacitors  Feature extraction  Prediction algorithms  Convolutional neural networks  Long short term memory  state of health  re-maining useful life  honey badger algorithm  recurrent dropout  
Finding a Taxi With Illegal Driver Substitution Activity via Behavior Modelings 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 11
作者:  Pang, Junbiao;  Sabir, Muhammad Ayub;  Wang, Zuyun;  Hu, Anjing;  Yang, Xue;  Yu, Haitao;  Huang, Qingming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Illegal driver substitution activity  behavior modeling  multiple scale  taxi supervision  self-similarity  pooling  
Linguistic Hallucination for Text-Based Video Retrieval 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10, 页码: 9692-9705
作者:  Fang, Sheng;  Dang, Tiantian;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Linguistics  Training  Testing  Encoding  Context modeling  Feature extraction  Task analysis  Text-video retrieval  partially relevant video retrieval  linguistic hallucination  curriculum learning  
A Lightweight Deep Human Activity Recognition Algorithm Using Multiknowledge Distillation 期刊论文
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 19, 页码: 31495-31511
作者:  Chen, Runze;  Luo, Haiyong;  Zhao, Fang;  Meng, Xuechun;  Xie, Zhiqing;  Zhu, Yida
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Human activity recognition  Computational modeling  Sensors  Feature extraction  Training  Task analysis  Deep learning  Artificial neural network  human activity recognition (HAR)  multiknowledge distillation  
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling 期刊论文
COMPUTERS IN INDUSTRY, 2024, 卷号: 159, 页码: 21
作者:  Su, Chang;  Han, Yong;  Tang, Xin;  Jiang, Qi;  Wang, Tao;  He, Qingchen
收藏  |  浏览/下载:5/0  |  提交时间:2024/12/06
Manufacturing process  Knowledge-based digital twin system  Knowledge graph  Knowledge-driven modeling approach  Knowledge inference  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning