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Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis 期刊论文
Vibrational Spectroscopy, 2023, 卷号: 128
作者:  Yan, Hui;  Fan, Wen-Hui;  Qin, Chong;  Jiang, Xiao-Qiang;  Zhang, Yu-Ming
Adobe PDF(6336Kb)  |  收藏  |  浏览/下载:36/1  |  提交时间:2023/09/08
Terahertz spectroscopy  Machine learning  Multicomponent mixtures  SMMA  SVR  
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:  Zhao, Yubo;  Yu, Tao;  Hu, Bingliang;  Zhang, Zhoufeng;  Liu, Yuyang;  Liu, Xiao;  Liu, Hong;  Liu, Jiacheng;  Wang, Xueji;  Song, Shuyao
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载:95/0  |  提交时间:2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model  
A review of remote sensing for potato traits characterization in precision agriculture 期刊论文
FRONTIERS IN PLANT SCIENCE, 2022, 卷号: 13
作者:  Sun, Chen;  Zhou, Jing;  Ma, Yuchi;  Xu, Yijia;  Pan, Bin;  Zhang, Zhou
Adobe PDF(350Kb)  |  收藏  |  浏览/下载:115/0  |  提交时间:2022/08/31
precision agriculture  remote sensing  satellite imagery  potato  unmanned aerial system  sensors  
A hybrid method combining discharge-assisted laser induced breakdown spectroscopy with wavelet transform for trace elemental analysis in liquid targets 期刊论文
JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2022, 卷号: 37, 期号: 6, 页码: 1350-1359
作者:  Xu, Boping;  Liu, Simeng;  Lei, Bingying;  Liu, Yinghua;  Zhang, Wenfu;  Tang, Jie;  Wang, Yishan;  Zhao, Wei;  Duan, Yixiang
Adobe PDF(1236Kb)  |  收藏  |  浏览/下载:118/1  |  提交时间:2022/06/29
Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2022, 卷号: 271
作者:  Yan, Hui;  Fan, Wenhui;  Chen, Xu;  Wang, Hanqi;  Qin, Chong;  Jiang, Xiaoqiang
Adobe PDF(2170Kb)  |  收藏  |  浏览/下载:185/1  |  提交时间:2022/02/09
Preservative mixtures  Terahertz spectroscopy  Machine learning  SVD  NMF  SVR  
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:  Sun, Chen;  Feng, Luwei;  Zhang, Zhou;  Ma, Yuchi;  Crosby, Trevor;  Naber, Mack;  Wang, Yi
Adobe PDF(2706Kb)  |  收藏  |  浏览/下载:148/0  |  提交时间:2020/10/26
hyperspectral imaging  machine learning  tuber yield  tuber set  unmanned aerial vehicles  
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 18(SI), 页码: 14347-14358
作者:  Bai, Jian-Ming;  Zhao, Guang-She;  Rong, Hai-Jun
Adobe PDF(1783Kb)  |  收藏  |  浏览/下载:176/0  |  提交时间:2020/11/02
Remaining useful life (RUL)  Aero-engines  Extreme learning machine (ELM)  
A Survey of Human Action Analysis in HRI Applications 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 7, 页码: 2114-2128
作者:  Ji, Yanli;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
Adobe PDF(2113Kb)  |  收藏  |  浏览/下载:191/4  |  提交时间:2020/07/20
Human-robot interaction  action recognition  action prediction  action imitation  datasets  robots  
Automatic process parameters tuning and surface roughness estimation for laser cleaning 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 20904-20919
作者:  Liu, Haoting;  Li, Jiacheng;  Yang, Yong;  Lan, Jinhui;  Xue, Yafei
Adobe PDF(4156Kb)  |  收藏  |  浏览/下载:194/0  |  提交时间:2020/03/12
Laser cleaning  process parameters  surface roughness  image feature  thermophysical property  
Muti-stage learning for gender and age prediction 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 页码: 114-124
作者:  Fang, Jie;  Yuan, Yuan;  Lu, Xiaoqiang;  Feng, Yachuang
Adobe PDF(2603Kb)  |  收藏  |  浏览/下载:198/1  |  提交时间:2019/03/14
Gender and age prediction  Muti-stage learning  Segmentation network