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北京航空航天大学 [20]
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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Predicting the Irradiation Swelling of Austenitic and Ferritic/Martensitic Steels, Based on the Coupled Model of Machine Learning and Rate Theory
期刊论文
METALS, 2022, 卷号: 12
作者:
Zhu, Xiaohan
;
Li, Xiaochen
;
Zheng, Mingjie
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/05/16
austenitic and ferritic/martensitic steels
irradiation swelling
rate theory
machine learning
Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features andParallel Heterogeneous Deep Learning Model under IoMT
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2022, 页码: 1-10
作者:
Shao SL(邵士亮)
;
Han GJ(韩光洁)
;
Wang T(王挺)
;
Song CH(宋纯贺)
;
Yao C(姚辰)
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/05/15
parallel heterogeneous deep learning
heart rate variability
obstructive sleep apnea
manually generated features
Adaptive Generalized Eigenvector Estimating Algorithm for Hermitian Matrix Pencil
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1967-1979
作者:
Yingbin Gao
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  |  
浏览/下载:2/0
  |  
提交时间:2022/10/09
Deterministic discrete-time (DDT)
generalized eigenvector
learning rate
online estimation
Exponential Continuous Non-Parametric Neural Identifier With Predefined Convergence Velocity
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1049-1060
作者:
Mariana Ballesteros
;
Rita Q. Fuentes-Aguilar
;
Isaac Chairez
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  |  
浏览/下载:32/0
  |  
提交时间:2022/05/30
Exponential Lyapunov functions
learning laws
non-parametric identifier
predefined convergence rate
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search
期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Zixiang, Ding
;
Yaran, Chen
;
Nannan, Li
;
Dongbin, Zhao
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/01/07
Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.
Average Descent Rate Singular Value Decomposition and Two-Dimensional Residual Neural Network for Fault Diagnosis of Rotating Machinery
期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 卷号: 71
作者:
Liang, Haopeng
;
Cao, Jie
;
Zhao, Xiaoqiang
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  |  
浏览/下载:12/0
  |  
提交时间:2022/06/20
Deep neural networks
Failure analysis
Fault detection
Feature extraction
Gears
Rotating machinery
Average descent rate singular value decomposition
Convolutional neural network
Deep learning
Faults diagnosis
Features extraction
Gramian angular difference field
Gramians
Neural-networks
Noise measurements
Two-dimensional
Two-dimensional residual neural network
Vibration
Estimation of Real-World Fuel Consumption Rate of Light-Duty Vehicles Based on the Records Reported by Vehicle Owners
期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 23, 页码: 19
作者:
Zeng, Isabella Yunfei
;
Tan, Shiqi
;
Xiong, Jianliang
;
Ding, Xuesong
;
Li, Yawen
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/04/02
real-world fuel consumption rate
machine learning
big data
light-duty vehicle
China
Prediction of external corrosion rate of oil pipeline based on improved IFA-BPNN
期刊论文
Surface Technology, 2021, 卷号: 50, 期号: 4, 页码: 285-293
作者:
Ling, Xiao
;
Xu, Lu-Shuai
;
Gao, Jia-Cheng
;
Ma, Juan-Juan
;
Ma, He-Qing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/02/17
Bioluminescence
Corrosion rate
Forecasting
Genetic algorithms
Global optimization
Machine learning
Mapping
MATLAB
Particle swarm optimization (PSO)
Pipelines
Predictive analytics
Turing machines
Water pipelines
Average relative error
Comparative analysis
Function convergence
Long distance pipelines
Machine learning models
Optimization ability
Prediction accuracy
Simulation calculation
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network
期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
作者:
Liu YY(刘意杨)
;
Yang YS(杨友胜)
;
Feng TY(冯铁)
;
Sun Y(孙懿)
;
Zhang XJ(张雪健)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/02/14
hierarchical fault diagnosis
energy spectrum matrix
dynamic adjustment of the learning rate
convolutional neural network
rotating machinery
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