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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  
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  
Two-stage hemoglobin prediction based on prior causality 期刊论文
FRONTIERS IN PUBLIC HEALTH, 2022, 卷号: 10, 页码: 12
作者:  Chen, Yuwen;  Zhong, Kunhua;  Zhu, Yiziting;  Sun, Qilong
收藏  |  浏览/下载：27/0  |  提交时间：2023/02/07
non-invasive  prediction  causal knowledge  hemoglobin  segmentation  
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  
Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
Cross-site scripting attack detection based on a modified convolution neural network 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
作者:  Yan, Huyong;  Feng, Li;  Yu, You;  Liao, Weiling;  Feng, Lei;  Zhang, Jingyue;  Liu, Dan;  Zou, Ying;  Liu, Chongwen;  Qu, Linfa;  Zhang, Xiaoman
收藏  |  浏览/下载：34/0  |  提交时间：2022/12/26
XSS  URL  ResNet  word vector  code injection  
MCFL: multi-label contrastive focal loss for deep imbalanced pedestrian attribute recognition 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 15
作者:  Chen, Lin;  Song, Jingkuan;  Zhang, Xuerui;  Shang, Mingsheng
收藏  |  浏览/下载：96/0  |  提交时间：2022/08/22
Pedestrian attribute recognition  Multi-label contrastive loss  Deep convolutional neural network  Multi-label learning  Imbalanced learning  
Mid- to Long-Term Runoff Prediction Based on Deep Learning at Different Time Scales in the Upper Yangtze River Basin 期刊论文
WATER, 2022, 卷号: 14, 期号: 11, 页码: 21
作者:  Ren, Yuanxin;  Zeng, Sidong;  Liu, Jianwei;  Tang, Zhengyang;  Hua, Xiaojun;  Li, Zhenghao;  Song, Jinxi;  Xia, Jun
收藏  |  浏览/下载：87/0  |  提交时间：2022/08/22
mid- to long-term runoff prediction  deep learning models  time lag  lead time  
Ordinal regression with representative feature strengthening for face anti-spoofing 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 17
作者:  Jiang, Fangling;  Liu, Pengcheng;  Zhou, Xiang-Dong
收藏  |  浏览/下载：44/0  |  提交时间：2022/08/22
Face anti-spoofing  Ordinal regression  Representative feature strengthening  Inter-class relationships  
Polynomial dendritic neural networks 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 18
作者:  Chen, Yuwen;  Liu, Jiang
收藏  |  浏览/下载：37/0  |  提交时间：2022/08/22
Dendritic action  Interpretability  Polynomial neural networks  White-box model