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科研机构
兰州理工大学 [3]
数学与系统科学研究院 [1]
自动化研究所 [1]
内容类型
期刊论文 [5]
发表日期
2022 [5]
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A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
;
Xiaohong, Hao
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浏览/下载:21/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
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浏览/下载:28/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
An anticrime information support system design: Application of K-means-VMD-BiGRU in the city of Chicago
期刊论文
INFORMATION & MANAGEMENT, 2022, 卷号: 59, 期号: 5, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Li, Yuze
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浏览/下载:8/0
  |  
提交时间:2023/02/07
Crime inference
Public security
Spatial heterogeneity
Time-lag effect
Machine learning
Spatiotemporal Variations and Influent Factors of Tropospheric Ozone Concentration over China Based on OMI Data
期刊论文
Atmosphere, 2022, 卷号: 13, 期号: 2
作者:
Zhu, Lei
;
Liu, Minxia
;
Song, Jiaying
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浏览/下载:32/0
  |  
提交时间:2022/04/21
Air pollution
Nitrogen oxides
Ozone
Troposphere
Ultraviolet spectrometers
Volatile organic compounds
Airflow backward trajectory
Anthropogenic factors
Backward trajectory
Influent factor
Natural factors
Ozone concentration
Ozone monitoring instruments
Spatiotemporal distributions
Tropospheric column ozone concentration
Tropospheric column ozones
Consistent and diverse multi-View subspace clustering with structure constraint
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
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浏览/下载:93/0
  |  
提交时间:2021/11/03
Subspace self-representation
Multi-view clustering
Consistency
Diversity
Clustering structure
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