中国科学院重庆绿色智能技术研究院机构知识库

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发表日期：2023

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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：199/0  |  提交时间：2024/01/17 chlorophyll fluorescence  deep learning  online monitoring  time-series decomposition  Dianchi Lake
	Supervised machine learning improves general applicability of eDNA metabarcoding for reservoir health monitoring 期刊论文 WATER RESEARCH, 2023, 卷号: 246, 页码: 12 作者:  Hu, Huan;  Wei, Xing-Yi;  Liu, Li;  Wang, Yuan-Bo;  Jia, Huang-Jie;  Bu, Ling-Kang;  Pei, De-Sheng 收藏  |  浏览/下载：15/0  |  提交时间：2023/12/25 Three Gorges Reservoir  Physicochemical assessment  Water quality index  eDNA metabarcoding  Index of biotic integrity  Supervised machine learning
	Parallel Adaptive Stochastic Gradient Descent Algorithms for Latent Factor Analysis of High-Dimensional and Incomplete Industrial Data 期刊论文 IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 14 作者:  Qin, Wen;  Luo, Xin;  Li, Shuai;  Zhou, MengChu 收藏  |  浏览/下载：13/0  |  提交时间：2023/12/25 Adaptation models  Training  Data models  Convergence  Stochastic processes  Sparse matrices  Tuning  Big data  latent factor analysis  Index Terms  adaptive model  parallelization  machine learning  stochastic gradient descent  high-dimensional and incomplete matrix
	MNL: A Highly-Efficient Model for Large-scale Dynamic Weighted Directed Network Representation 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2023, 卷号: 9, 期号: 3, 页码: 889-903 作者:  Chen, Minzhi;  He, Chunlin;  Luo, Xin 收藏  |  浏览/下载：12/0  |  提交时间：2023/12/25 Tensors  Data models  Computational modeling  Adaptation models  Analytical models  Big Data  Heuristic algorithms  Dynamic weighted directed network  high-dimensional and incomplete tensor  non-negative latent-factorization-of-tensors  linear bias  high dimensional and incomplete  momentum method  particle swarm optimization  adaptive model