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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:
共16条,第1-10条
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资助项目:National Natural Science Foundation of China[51609229]
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Revealing Physiochemical Factors and Zooplankton Influencing Microcystis Bloom Toxicity in a Large-Shallow Lake Using Bayesian Machine Learning
期刊论文
TOXINS, 2022, 卷号: 14, 期号: 8, 页码: 16
作者:
Wang, Xiaoxiao
;
Wang, Lan
;
Shang, Mingsheng
;
Song, Lirong
;
Shan, Kun
收藏
  |  
浏览/下载:123/0
  |  
提交时间:2022/10/14
Microcystis blooms
microcystins
nutrient
zooplankton
machine learning
risk management
Lake Taihu
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:85/0
  |  
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
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:59/0
  |  
提交时间:2022/08/22
Harmful algal bloom
Real-time monitoring
Long short-term memory network
Microcystin
Three Gorges Reservoir
Non-Negative Latent Factor Model Based on beta-Divergence for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 4612-4623
作者:
Xin, Luo
;
Yuan, Ye
;
Zhou, MengChu
;
Liu, Zhigang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:137/0
  |  
提交时间:2021/08/20
beta-divergence
big data
high-dimensional and sparse (HiDS) matrix
industrial application
learning algorithm
non-negative latent factor (NLF) analysis
recommender system
Environmental factors associated with cyanobacterial assemblages in a mesotrophic subtropical plateau lake: A focus on bloom toxicity
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 777, 页码: 13
作者:
Hu, Lili
;
Shan, Kun
;
Huang, Licheng
;
Li, Yuanrui
;
Zhao, Lei
;
Zhou, Qichao
;
Song, Lirong
收藏
  |  
浏览/下载:133/0
  |  
提交时间:2021/08/20
Microcystin
Microcystis
Pseudanabaena
Dolichospermum
Erhai Lake
Use statistical machine learning to detect nutrient thresholds in Microcystis blooms and microcystin management
期刊论文
HARMFUL ALGAE, 2020, 卷号: 94, 页码: 10
作者:
Shan, Kun
;
Wang, Xiaoxiao
;
Yang, Hong
;
Zhou, Botian
;
Song, Lirong
;
Shang, Mingsheng
收藏
  |  
浏览/下载:168/0
  |  
提交时间:2020/08/24
Bayesian modelling
Eutrophication
Nutrient thresholds
Cyanobacterial blooms
Microcystis
Microcystin
An adaptive latent factor model via particle swarm optimization
期刊论文
NEUROCOMPUTING, 2019, 卷号: 369, 页码: 176-184
作者:
Wang, Qingxian
;
Chen, Sili
;
Luo, Xin
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2020/08/24
Latent factor analysis
Particle swarm optimization
High-dimensional and sparse matrix
Stochastic gradient descent
Self-adaptive model
A momentum-incorporated latent factorization of tensors model for temporal-aware QoS missing data prediction
期刊论文
NEUROCOMPUTING, 2019, 卷号: 367, 页码: 299-307
作者:
Wang, Qingxian
;
Chen, Minzhi
;
Shang, Mingsheng
;
Luo, Xin
收藏
  |  
浏览/下载:460/0
  |  
提交时间:2019/12/03
Big Data
QoS prediction
Temporal-aware QoS prediction
Stochastic gradient descent
Latent factorization of tensors
Momentum method
Remote examination of the seasonal succession of phytoplankton assemblages from time-varying trends
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 246, 页码: 687-694
作者:
Zhou, Botian
;
Shang, Mingsheng
;
Zhang, Sheng
;
Feng, Li
;
Li, Xiangnan
;
Wu, Ling
;
Feng, Lei
;
Shan, Kun
收藏
  |  
浏览/下载:421/0
  |  
提交时间:2019/12/03
Phytoplankton succession
Temporal pattern
Time series analysis
Huan Jing 1 charge-coupled device image
Cyan-chlorophyta index
Three gorges reservoir
Analysis of environmental drivers influencing interspecific variations and associations among bloom-forming cyanobacteria in large, shallow eutrophic lakes
期刊论文
HARMFUL ALGAE, 2019, 卷号: 84, 页码: 84-94
作者:
Shan, Kun
;
Song, Lirong
;
Chen, Wei
;
Li, Lin
;
Liu, Liming
;
Wu, Yanlong
;
Jia, Yunlu
;
Zhou, Qichao
;
Peng, Liang
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2019/12/03
Cyanobacterial blooms
Microcystis
Dolichospermum
Aphanizomenon
Eutrophication
Lake Taihu
Lake Chaohu
Lake Dianchi