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自动化研究所 [10]
武汉大学 [10]
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A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:
Li, Zhongfei
;
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
AdaBoost-ensemble
deep learning
hybrid data preprocessing-analysis strategy
LSTM
Enhance prototypical networks with hybrid attention and confusing loss function for few-shot relation classification
期刊论文
NEUROCOMPUTING, 2022, 卷号: 493
作者:
Li, Yibing
;
Ma, Zuchang
;
Gao, Lisheng
;
Wu, Yichen
;
Xie, Fei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/12/23
Relation classification
Few-shot learning
Hybrid attention
Loss
BERT
A hybrid-supervision learning algorithm for real-time un-completed face recognition
期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2022, 卷号: 101, 页码: 17
作者:
Zhao, Shuhuan
;
Liu, Wen
;
Liu, Shuaiqi
;
Ge, Jiaqi
;
Liang, Xiaolin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/11/14
Face recognition
Feature fusion
Hybrid supervised learning
Multiple marginal Fisher analysis
Self-adaptive Bat Algorithm With Genetic Operations
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
作者:
Jing Bi
;
Haitao Yuan
;
Jiahui Zhai
;
MengChu Zhou
;
H. Vincent Poor
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/06/27
Bat algorithm (BA)
genetic algorithm (GA)
hybrid algorithm
learning mechanism
meta-heuristic optimization algorithms
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
作者:
Yang, Wendong
;
Sun, Shaolong
;
Hao, Yan
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Metal prices forecasting
Data processing method
Optimized extreme learning machine
Hybrid forecasting model
Integrated modelling for mapping spatial sources of dust in central Asia-An important dust source in the global atmospheric system
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 12
作者:
Gholami, Hamid
;
Mohammadifar, Aliakbar
;
Malakooti, Hossein
;
Esmaeilpour, Yahya
;
Golzari, Shahram
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  |  
浏览/下载:55/0
  |  
提交时间:2021/12/07
Dust spatial mapping
Effective factors
Deep learning
Hybrid copula-gcForest model
Gaussian copula model
Model sensitivity
Central asia
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
作者:
Du, Zongjuan
;
Heng, Jiani
;
Niu, Mingfei
;
Sun, Shaolong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Air quality early-warning system
Length-changeable incremental extreme
learning machine
Hybrid ensemble model
Fuzzy evaluation
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 841-852
作者:
Long, Teng
;
Li, En
;
Hu, Yunqing
;
Yang, Lei
;
Fan, Junfeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/29
Vibrations
Mathematical model
Manipulator dynamics
Torque
Robustness
Neural networks
Hybrid-structured flexible manipulator
reinforcement learning
sliding mode control
vibration control method
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