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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  
Conjugated two-dimensional covalent organic frameworks as the high-performance anode for lithium-ion batteries: Mechanism and prediction 期刊论文
APPLIED SURFACE SCIENCE, 2023, 卷号: 638, 页码: 11
作者:  Zhou, Rui;  Liu, Shuangyi;  Huang, Yang
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/25
Conjugated covalent organic frameworks  DFT calculation  Lithiation mechanism  Applied prediction  
A self-supervised causal feature reinforcement learning method for non-invasive hemoglobin prediction 期刊论文
IET IMAGE PROCESSING, 2023, 页码: 12
作者:  Xu, Linquan;  Chen, Yuwen;  Lu, Songmei;  Zhong, Kunhua;  Li, Yujie;  Yi, Bin
收藏  |  浏览/下载:9/0  |  提交时间:2023/12/25
biomedical imaging  computer vision  convolutional neural nets  neural nets  
Neighbor importance-aware graph collaborative filtering for item recommendation 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 12
作者:  Wang, Qingxian;  Wu, Suqiang;  Bai, Yanan;  Liu, Quanliang;  Shi, Xiaoyu
收藏  |  浏览/下载:10/0  |  提交时间:2023/12/25
Graph neural networks  Recommender system  Node importance  Collaborative filtering  Representation learning  
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  
Intermolecular 3D-MoRSE Descriptors for Fast and Accurate Prediction of Electronic Couplings in Organic Semiconductors 期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2023, 页码: 8
作者:  Ma, Jiacheng;  Du, Zhenya;  Lei, Zhanpeng;  Wang, Lewen;  Yu, Yinye;  Ye, Xin;  Ou, Wen;  Wei, Xingzhan;  Ai, Bin;  Zhou, Yecheng
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/25
Cortical responses correlate with speech performance in pre-lingually deaf cochlear implant children 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 19
作者:  Zhou, Xiao-Qing;  Zhang, Qing-Ling;  Xi, Xin;  Leng, Ming-Rong;  Liu, Hao;  Liu, Shu;  Zhang, Ting;  Yuan, Wei
收藏  |  浏览/下载:10/0  |  提交时间:2023/12/25
cochlear implant  cortical activation  cross-modal reorganization  speech understanding  functional near-infrared spectroscopy  
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  
Patient-specific approach using data fusion and adversarial training for epileptic seizure prediction 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2023, 卷号: 17, 页码: 10
作者:  Yang, Yong;  Qin, Xiaolin;  Wen, Han;  Li, Feng;  Lin, Xiaoguang
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/25
seizure prediction  EEG  ECG  data fusion  adversarial training  
A comprehensive wind speed forecast correction strategy with an artificial intelligence algorithm 期刊论文
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 卷号: 10, 页码: 12
作者:  Zhao, Xueliang;  Sun, Qilong;  Tang, Wanru;  Yu, Shuang;  Wang, Boyu
收藏  |  浏览/下载:32/0  |  提交时间:2023/02/07
wind speed  numerical weather prediction  forecast correction  deep learning  artificial intelligence