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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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Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 2, 页码: 795-808
作者:
Xie, Hong
;
Zhong, Mingze
;
Shi, Xiaoyu
;
Zhang, Xiaoying
;
Zhong, Jiang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/04/07
Online rating system
assimilate-contrast effects
rating prediction
recommendation
Improved Deep Learning Predictions for Chlorophyll Fluorescence Based on Decomposition Algorithms: The Importance of Data Preprocessing
期刊论文
WATER, 2023, 卷号: 15, 期号: 23, 页码: 19
作者:
Wang, Lan
;
Xie, Mingjiang
;
Pan, Min
;
He, Feng
;
Yang, Bing
;
Gong, Zhigang
;
Wu, Xuke
;
Shang, Mingsheng
;
Shan, Kun
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  |  
浏览/下载:200/0
  |  
提交时间:2024/01/17
chlorophyll fluorescence
deep learning
online monitoring
time-series decomposition
Dianchi Lake
Combined Physical Process and Deep Learning for Daily Water Level Simulations across Multiple Sites in the Three Gorges Reservoir, China
期刊论文
WATER, 2023, 卷号: 15, 期号: 18, 页码: 16
作者:
Xie, Mingjiang
;
Shan, Kun
;
Zeng, Sidong
;
Wang, Lan
;
Gong, Zhigang
;
Wu, Xuke
;
Yang, Bing
;
Shang, Mingsheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/25
water level prediction
Three Gorges Reservoir
deep learning
hybrid model
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
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  |  
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)
Joint hyperbolic and Euclidean geometry contrastive graph neural networks
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 609, 页码: 799-815
作者:
Xu, Xiaoyu
;
Pang, Guansong
;
Wu, Di
;
Shang, Mingsheng
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  |  
浏览/下载:99/0
  |  
提交时间:2022/10/14
Graph neural networks
Hyperbolic embedding
Contrastive learning
Graph representation learning
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
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  |  
浏览/下载:64/0
  |  
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
An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis
期刊论文
Journal of Big Data, 2022, 卷号: 9, 期号: 1
作者:
Li,Qing
;
Pang,Guansong
;
Shang,Mingsheng
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  |  
浏览/下载:49/0
  |  
提交时间:2022/08/22
Big data analysis
Latent factor analysis
Simulated annealing
Differential evolution algorithm
Multi-parameter adaptive
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
A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 2, 页码: 793-805
作者:
Wu, Di
;
He, Qiang
;
Luo, Xin
;
Shang, Mingsheng
;
He, Yi
;
Wang, Guoyin
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2022/08/22
Web service
quality-of-service
latent factor analysis
posterior-neighborhood
regularization
cloud computing
big data
Temporal prediction of algal parameters in Three Gorges Reservoir based on highly time-resolved monitoring and long short-term memory network
期刊论文
JOURNAL OF HYDROLOGY, 2022, 卷号: 605, 页码: 12
作者:
Shan, Kun
;
Ouyang, Tian
;
Wang, Xiaoxiao
;
Yang, Hong
;
Zhou, Botian
;
Wu, Zhongxing
;
Shang, Mingsheng
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2022/08/22
Harmful algal bloom
Real-time monitoring
Long short-term memory network
Microcystin
Three Gorges Reservoir