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中国科学院重庆绿色智能技术研究院机构知识库
KMS Chongqing Institute of Green and Intelligent Technology, CAS
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浏览/检索结果:
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Neural dynamics solver for time-dependent infinity-norm optimization based on ACP framework with robot application
期刊论文
NEUROCOMPUTING, 2024, 卷号: 567, 页码: 9
作者:
Ma, Dexiu
;
Liu, Mei
;
Shang, Mingsheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/02/23
Neural dynamics (ND)
ACP framework
Time-dependent infinity-norm optimization (TDINO)
Activation functions
A LightGBM and XGBoost Learning Method for Postoperative Critical Illness Key Indicators Analysis
期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2023, 卷号: 17, 期号: 8, 页码: 2016-2029
作者:
Han, Lei
;
Zhu, Yiziting
;
Chen, Yuwen
;
Huang, Guoqiong
;
Yi, Bin
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/25
Critical illness
Light gradient boosting machine (LightGBM)
Indicator analysis
Shapley additive explanation (SHAP) value
Machine learning
Neural Solution to Dynamic Overdetermined System With Applications to Data Fitting and Parameters Estimation
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:
Liu, Mei
;
Liufu, Ying
;
Lu, Huiyan
;
Shang, Mingsheng
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/25
Artificial neural networks
Mathematical models
Real-time systems
Heuristic algorithms
Convergence
Computational modeling
Time-varying systems
Convergence property
dynamic overdetermined system
integral neural solution (INS)
noise-suppression ability
zeroing neural network (ZNN)
A Nonlinear PID-Incorporated Adaptive Stochastic Gradient Descent Algorithm for Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 15
作者:
Li, Jinli
;
Luo, Xin
;
Yuan, Ye
;
Gao, Shangce
收藏
  |  
浏览/下载:182/0
  |  
提交时间:2023/12/25
High-dimensional and incomplete data
latent factor analysis
stochastic gradient descent
nonlinear proportional integral derivation
particle swarm optimization
parameter adaptation
Computational Neural Dynamics Model for Time-Variant Constrained Nonlinear Optimization Applied to Winner-Take-All Operation
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 9, 页码: 5936-5948
作者:
Liu, Mei
;
Zhang, Xiaoyan
;
Shang, Mingsheng
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  |  
浏览/下载:68/0
  |  
提交时间:2022/08/22
Optimization
Mathematical models
Computational modeling
Neural networks
Numerical models
Informatics
Vehicle dynamics
Equality and inequality constraints
noise-suppressing discrete-time neural dynamics (NSDTND) model
time-variant nonlinear optimization
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 5, 页码: 2809-2823
作者:
Luo, Xin
;
Zhou, Yue
;
Liu, Zhigang
;
Hu, Lun
;
Zhou, MengChu
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2022/12/26
Computational modeling
Acceleration
Sparse matrices
Adaptation models
Training
Data models
Convergence
Services computing
service application
big data
latent factor analysis
non-negative latent factor model
high-dimensional and sparse matrix
recommender system
missing data
A Kalman-Filter-Incorporated Latent Factor Analysis Model for Temporally Dynamic Sparse Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 14
作者:
Yuan, Ye
;
Luo, Xin
;
Shang, Mingsheng
;
Wang, Zidong
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2022/08/22
Quality of service
Data models
Kalman filters
Estimation
Computational modeling
Web services
Heuristic algorithms
Alternating least squares (ALSs)
computational intelligence
data science
dynamic latent factor analysis (LFA)
dynamics
intelligent computing
Kalman filter
temporal pattern
Web service
Novel Workload-Aware Approach to Mobile User Reallocation in Crowded Mobile Edge Computing Environment
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 7, 页码: 8846-8856
作者:
Xiao, Xuan
;
Ma, Yong
;
Xia, Yunni
;
Zhou, Mengchu
;
Luo, Xin
;
Wang, Xu
;
Fu, Xiaodong
;
Wei, Wei
;
Jiang, Ning
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/12/26
Edge computing
workload
service migration
load fairness
coalitional game
crowded scenes
hotspot discovery
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 784-794
作者:
Yuan, Ye
;
He, Qiang
;
Luo, Xin
;
Shang, Mingsheng
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Big Data
Data models
Stochastic processes
Training
Software algorithms
Big data
latent factor analysis
generally multilayered structure
deep forest
multilayered extreme learning machine
randomized-learning
high-dimensional and sparse matrix
stochastic gradient descent
randomized model
Growing Echo State Network With an Inverse-Free Weight Update Strategy
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 12
作者:
Chen, Xiufang
;
Luo, Xin
;
Jin, Long
;
Li, Shuai
;
Liu, Mei
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2022/08/22
Reservoirs
Training
Computational modeling
Neurons
Topology
Standards
Numerical models
Echo state network (ESN)
inverse-free algorithm
incremental scheme
Schur complement
Sherman-Morrison formula