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Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
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浏览/下载:0/0
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提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
3D printing in materials manufacturing industry: A realm of Industry 4.0
期刊论文
HELIYON, 2023, 卷号: 9, 期号: 9, 页码: 20
作者:
Tamir, Tariku Sinshaw
;
Xiong, Gang
;
Shen, Zhen
;
Leng, Jiewu
;
Fang, Qihang
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浏览/下载:0/0
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提交时间:2024/02/21
3D printing
Additive manufacturing
Closed-loop control
Machine learning
Industry 4.0
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
;
Zeng, Daniel Dajun
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  |  
浏览/下载:6/0
  |  
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)
A method of photometric data extraction for asteroids from time-domain surveys
期刊论文
Monthly Notices of the Royal Astronomical Society, 2023, 卷号: 521, 期号: 3, 页码: 3925-3938
作者:
Xu XY(徐肖云)
;
Wang XB(王晓彬)
;
Muinonen, Karri
;
Penttilä, Antti
;
Luo NP(罗南平)
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浏览/下载:10/0
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提交时间:2023/06/12
Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:
Xiaoyu Jiang
;
Xiangyin Kong
;
Zhiqiang Ge
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浏览/下载:9/0
  |  
提交时间:2023/05/29
Curse of dimensionality
data augmentation
data-driven modeling
industrial processes
machine learning
Dynamic Movement Primitives Based Robot Skills Learning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 396-407
作者:
Ling-Huan Kong
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浏览/下载:6/0
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提交时间:2023/05/29
Dynamic movement primitives (DMPs), trajectory tracking control, robot learning from demonstrations, neural networks (NNs), adaptive control
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:
Aditya Joshi
;
Skieler Capezza
;
Ahmad Alhaji
;
Mo-Yuen Chow
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浏览/下载:9/0
  |  
提交时间:2023/06/14
Consensus
energy management system (EMS)
reinforcement learning
supervised learning
Learning by Seeing More Classes
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:
Fei Zhu
;
Xu-Yao Zhang
;
Rui-Qi Wang
;
Cheng-Lin Liu
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浏览/下载:1/0
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提交时间:2023/09/12
Class augmentation
generalization
confidence estimation
open-environment learning
Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
作者:
Shi, Qianqian
;
Fan, Junsong
;
Wang, Zuoren
;
Zhang, Zhaoxiang
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浏览/下载:51/0
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提交时间:2022/09/19
Multisensory integration
Top-down attention
Multimodal transformer
Fine-grained bird recognition
Emotion recognition
Multi-objective optimization of semi-submersible platforms based on a support vector machine with grid search optimized mixed kernels surrogate model
期刊论文
OCEAN ENGINEERING, 2022, 卷号: 260, 页码: 20
作者:
Mao, Yixuan
;
Wang, Tianqi
;
Duan, Menglan
;
Men HY(门弘远)
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浏览/下载:218/0
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提交时间:2022/08/28
Multi-objective optimization
SEMI
Surrogate model
SVM
Hydrodynamic response
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