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Robust Monitor for Industrial IoT Condition Prediction
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 10, 页码: 8618-8629
作者:
Zhang, Xingwei
;
Tian, Hu
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/17
Perturbation methods
Monitoring
Industrial Internet of Things
Training
Predictive models
Robustness
Temperature sensors
Adversarial perturbation
adversarial training
Industrial Internet of Things (IIoT)
machine learning (ML)
temporal convolutional network (TCN)
Machine Learning Methods in Solving the Boolean Satisfiability Problem
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:
Wenxuan Guo
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浏览/下载:0/0
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提交时间:2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:
Sibo Cheng
;
César Quilodrán-Casas
;
Said Ouala
;
Alban Farchi
;
Che Liu
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
Machine Learning Methods in Solving the Boolean Satisfiability Problem
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:
Wenxuan Guo
;
Hui-Ling Zhen
;
Xijun Li
;
Wanqian Luo
;
Mingxuan Yuan
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
A Weighted Average Consensus Approach for Decentralized Federated Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 319-330
作者:
Alessandro Giuseppi
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  |  
浏览/下载:12/0
  |  
提交时间:2022/07/29
Federated learning (FedL)
deep learning
federated averaging (FedAvg)
machine learning (ML)
artificial intelligence
discrete-time consensus
distributed systems
A Weighted Average Consensus Approach for Decentralized Federated Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330
作者:
Alessandro Giuseppi
;
Sabato Manfredi
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浏览/下载:0/0
  |  
提交时间:2024/04/23
Federated learning (FedL)
deep learning
federated averaging (FedAvg)
machine learning (ML)
artificial intelligence
discrete-time consensus
distributed systems
A Many-Objective Optimization Based Intelligent Intrusion Detection Algorithm for Enhancing Security of Vehicular Networks in 6G
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 6, 页码: 5234-5243
作者:
Zhang, Zhixia
;
Cao, Yang
;
Cui, Zhihua
;
Zhang, Wensheng
;
Chen, Jinjun
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  |  
浏览/下载:36/0
  |  
提交时间:2021/08/15
Intrusion detection
Security
6G mobile communication
Data models
Protocols
Optimization
Encryption
Controller area network (CAN)
intrusion detection
machine learning (ML)
many-objective optimization
vehicular networks security
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 297, 页码: 15
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
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  |  
浏览/下载:82/0
  |  
提交时间:2021/03/15
Rice
Google Earth Engine (GEE)
Machine Learning (ML)
Deep Learning (DL)
Yield prediction
Early warning system
Integrated phenology and climate in rice yields prediction using machine learning methods
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
作者:
Guo, Yahui
;
Fu, Yongshuo
;
Hao, Fanghua
;
Zhang, Xuan
;
Wu, Wenxiang
收藏
  |  
浏览/下载:76/0
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提交时间:2021/03/15
Early mature rice
Machine learning (ML) methods
Multiple linear regression (MLR)
Rice yield prediction
Phenology
ParaML: A Polyvalent Multicore Accelerator for Machine Learning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:
Zhou, Shengyuan
;
Guo, Qi
;
Du, Zidong
;
Liu, Daofu
;
Chen, Tianshi
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  |  
浏览/下载:29/0
  |  
提交时间:2020/12/10
Neural networks
Machine learning
Testing
Support vector machines
Linear regression
Computers
Computer architecture
Accelerator
machine learning (ML) techniques
multicore accelerator
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