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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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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
收藏
  |  
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:11/0
  |  
提交时间:2023/12/25
water level prediction
Three Gorges Reservoir
deep learning
hybrid model
A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2525-2538
作者:
Wu, Di
;
Luo, Xin
;
Shang, Mingsheng
;
He, Yi
;
Wang, Guoyin
;
Wu, Xindong
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  |  
浏览/下载:67/0
  |  
提交时间:2022/08/22
Web Service
quality-of-service
QoS
latent factor analysis
density peak
data-characteristic-aware
missing data
big data
topological neighborhood
noise data
service selection
data science
Activated Gradients for Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Liu, Mei
;
Chen, Liangming
;
Du, Xiaohao
;
Jin, Long
;
Shang, Mingsheng
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  |  
浏览/下载:50/0
  |  
提交时间:2022/08/22
Training
Deep learning
Neural networks
Optimization
Visualization
Newton method
Eigenvalues and eigenfunctions
Exploding gradient problems
gradient activation function (GAF)
ill-conditioned problems
saddle point problems
vanishing gradient problems
Lower limb movement intention recognition for rehabilitation robot aided with projected recurrent neural network
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:
Liu, Mei
;
Peng, Bo
;
Shang, Mingsheng
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  |  
浏览/下载:123/0
  |  
提交时间:2021/05/17
Projected recurrent neural network (PRNN)
Lower limb movement
Intention recognition
An alpha -beta -Divergence-Generalized Recommender for Highly Accurate Predictions of Missing User Preferences
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:
Shang, Mingsheng
;
Yuan, Ye
;
Luo, Xin
;
Zhou, MengChu
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  |  
浏览/下载:55/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Convergence
Data models
Predictive models
Linear programming
Euclidean distance
-divergence
big data
convergence analysis
high-dimensional and sparse (HiDS) data
momentum
machine learning
missing data estimation
non-negative latent factor analysis (NLFA)
recommender system (RS)
A Fast Non-Negative Latent Factor Model Based on Generalized Momentum Method
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 610-620
作者:
Luo, Xin
;
Liu, Zhigang
;
Li, Shuai
;
Shang, Mingsheng
;
Wang, Zidong
收藏
  |  
浏览/下载:101/0
  |  
提交时间:2021/03/17
Big data
high-dimensional and sparse (HiDS) matrix
latent factor (LF) analysis
missing data estimation
non-negative LF (NLF) model
recommender system
Long-term remote tracking the dynamics of surface water turbidity using a density peaks -based classification: A case study in the Three Gorges Reservoir, China
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 116, 页码: 10
作者:
Zhou, Botian
;
Shang, Mingsheng
;
Feng, Li
;
Shan, Kun
;
Feng, Lei
;
Ma, Jianrong
;
Liu, Xiangnan
;
Wu, Ling
收藏
  |  
浏览/下载:131/0
  |  
提交时间:2020/08/24
Surface water turbidity
Remote sensing
Density peaks
Water optical classification
Long-term trend
Three Gorges Reservoir
Non-Negativity Constrained Missing Data Estimation for High-Dimensional and Sparse Matrices from Industrial Applications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1844-1855
作者:
Luo, Xin
;
Zhou, MengChu
;
Li, Shuai
;
Hu, Lun
;
Shang, Mingsheng
收藏
  |  
浏览/下载:124/0
  |  
提交时间:2020/08/24
Computational modeling
Data models
Sparse matrices
Linear programming
Training
Convergence
Analytical models
Alternating-direction-method of multipliers
high-dimensional and sparse matrix
industrial application
non-negative latent factor analysis
recommender system
Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method
会议论文
15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2019, co-located with the 5th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2019, Kunming, China, July 20, 2019 - July 22, 2019
作者:
Lv, Yuanxin
;
Shi, Xiaoyu
;
Ran, Longyu
;
Shang, Mingsheng
收藏
  |  
浏览/下载:397/0
  |  
提交时间:2020/02/18