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Evaluation of soil texture classification from orthodox interpolation and machine learning techniques 期刊论文
ENVIRONMENTAL RESEARCH, 2024, 卷号: 246, 页码: 16
作者:  Feng, Lei;  Khalil, Umer;  Aslam, Bilal;  Ghaffar, Bushra;  Tariq, Aqil;  Jamil, Ahsan;  Farhan, Muhammad;  Aslam, Muhammad;  Soufan, Walid
收藏  |  浏览/下载：123/0  |  提交时间：2024/04/07
Soil texture  Interpolation methods  Artificial neural networks  MATLAB  Precision  
Changes in CO2 concentration drive a succession of toxic and non-toxic strains of Microcystis blooms 期刊论文
WATER RESEARCH, 2024, 卷号: 250, 页码: 10
作者:  Jiang, Jingyu;  Zeng, Jiaying;  Wang, Jingkai;  Zuo, Jun;  Wei, Nian;  Song, Lirong;  Shan, Kun;  Gan, Nanqin
收藏  |  浏览/下载：185/0  |  提交时间：2024/03/01
CO2  Toxic Microcystis  Non-toxic Microcystis  Succession  XGBoost model  Microcystis blooms  
Improving structure-based protein-ligand affinity prediction by graph representation learning and ensemble learning 期刊论文
PLOS ONE, 2024, 卷号: 19, 期号: 1, 页码: 21
作者:  Guo, Jia
收藏  |  浏览/下载：136/0  |  提交时间：2024/04/07
Recent Advances and Techniques for Identifying Novel Antibacterial Targets 期刊论文
CURRENT MEDICINAL CHEMISTRY, 2024, 卷号: 31, 期号: 4, 页码: 464-501
作者:  Nazli, Adila;  Qiu, Jingyi;  Tang, Ziyi;  He, Yun
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/25
Antibacterial  omics  machine learning  bioinformatics  drug target  bacterial cytological profiling  
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：11/0  |  提交时间：2023/12/25
Three Gorges Reservoir  Physicochemical assessment  Water quality index  eDNA metabarcoding  Index of biotic integrity  Supervised machine learning  
Atmospheric humic-like substances (HULIS) in Chongqing, Southwest China: Abundance, light absorption properties, and potential sources 期刊论文
ATMOSPHERIC RESEARCH, 2023, 卷号: 295, 页码: 11
作者:  Tang, Tian;  Wang, Huanbo;  Tao, Hongli;  Yang, Fumo;  Chen, Yang;  Huo, Tingting;  Yang, Hao;  An, Qi;  Li, Xiran
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/25
HULIS  Light absorption  Source identification  Random forest analysis  
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：8/0  |  提交时间：2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
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：11/0  |  提交时间：2023/12/25
Critical illness  Light gradient boosting machine (LightGBM)  Indicator analysis  Shapley additive explanation (SHAP) value  Machine learning  
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：181/0  |  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  
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