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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
收藏
  |  
浏览/下载:22/0
  |  
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
Global multistability and mechanisms of a memristive autapse-based Filippov Hindmash-Rose neuron model
期刊论文
Chaos, Solitons and Fractals, 2022, 卷号: 160
作者:
Gao, Chenghua
;
Qiao, Shuai
;
An, Xinlei
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/07/20
Bifurcation (mathematics)
Electromagnetic induction
Neural networks
Physiological models
Stochastic systems
White noise
Control strategies
Fast-slow variable dissection
Filippov
Filippov hindmash-rose neuron
Multistability
Neuron modeling
Sliding mode dynamics
Slow variables
Stochastic bifurcation
Threshold control
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
A stochastic mathematical model of two different infectious epidemic under vertical transmission
期刊论文
Mathematical Biosciences and Engineering, 2022, 卷号: 19, 期号: 3, 页码: 2179-2192
作者:
Wang, Xunyang
;
Huang, Canyun
;
Hao, Yixin
;
Shi, Qihong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/21
Differential equations
Dynamical systems
Epidemiology
Lyapunov functions
Stochastic models
Transmissions
Effect of environments
Infection rates
Ito’s formula
Stochastic epidemics
Stochastic mathematical models
Stochastic permanences
Stochastic ultimate boundedness
Stochastics
Ultimate boundedness
Vertical transmission
STOCHASTIC TRUST-REGION METHODS WITH TRUST-REGION RADIUS DEPENDING ON PROBABILISTIC MODELS
期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2021, 页码: 41
作者:
Wang, Xiaoyu
;
Yuan, Ya-xiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/04/02
Trust-region methods
Stochastic optimization
Probabilistic models
Trust region radius
Global convergence
Prediction of Durability Life of Reinforced Concrete under Underground Corrosion Environment Based on Wiener Random Process
期刊论文
Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2021, 卷号: 48, 期号: 7, 页码: 119-128
作者:
Lu, Chenggong
;
Wei, Zhiqiang
;
Qiao, Hongxia
;
Li, Kan
;
Li, Qiong
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/02/17
Bars (metal)
Chlorine compounds
Concrete construction
Current density
Durability
Groundwater
Nondestructive examination
Predictive analytics
Random processes
Stochastic models
Stochastic systems
Sulfur compounds
Ultrasonic testing
Underground corrosion
AC impedance spectrums
Capacitive reactance
Cementitious materials
Corrosion current densities
Low-frequency impedance
Polarization curves
Relative dynamic modulus of elasticities
Stochastic degradation
The threshold of a deterministic and a stochastic SIQS epidemic model with varying total population size
期刊论文
Applied Mathematical Modelling, 2021, 卷号: 91, 页码: 749-767
作者:
Zhang, Xiao-Bing
;
Zhang, Xiao-Hong
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/11/14
Epidemiology
Population statistics
Stochastic systems
Transmissions
Deterministic epidemic models
Deterministic modeling
Disease-free equilibrium
Empirical probabilities
Endemic equilibrium
Epidemic modeling
Stochastic perturbations
Transmission rates
Life Prediction of Reinforced Concrete in Saline Soil Based on Wiener Stochastic Process
期刊论文
Gongcheng Kexue Yu Jishu/Advanced Engineering Science, 2021, 卷号: 53, 期号: 1, 页码: 113-121
作者:
Lu, Chenggong
;
Wei, Zhiqiang
;
Qiao, Hongxia
;
Xue, Cuizhen
;
Fu, Yong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/02
Bars (metal)
Calcium carbonate
Concrete construction
Deterioration
Elastic moduli
Forecasting
Gypsum
Hydration
Quality control
Random processes
Silica fume
Soils
Steel corrosion
Stochastic models
Stochastic systems
Ultrasonic testing
Underground corrosion
Capillary adsorptions
Concrete performance
Corrosion products
Corrosive expansions
Dynamic elastic moduli
Evaluation parameters
Resistance degradation
Stochastic process model
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data
期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
作者:
Xiong, Jiankang
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/01/14
single-cell RNA sequencing
elastic embedding
neural networks
large-scale
stochastic optimization
parametric models
generalizable models
Analysis on the vertical coupled dynamic effect of a crowd-bridge system based on the social force model
期刊论文
Zhendong yu Chongji/Journal of Vibration and Shock, 2020, 卷号: 39, 期号: 9, 页码: 71-79
作者:
Zhang, Qiong
;
Nan, Nana
;
Zhu, Qiankun
;
Du, Yongfeng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/02/17
Footbridges
State space methods
Stochastic models
Stochastic systems
Structural dynamics
Coupled vibrations
Crowd-structure interactions
Dynamical character
Mode decomposition method
Random fluctuation
Social force models
Structural vibrations
Vibration response
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