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HFCAS OpenIR

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Novel comprehensive variable selection algorithm based on multi-weight vector optimal selection and bootstrapping soft shrinkage 期刊论文
Infrared Physics and Technology, 2023
作者:  Pengfei Zhang;  Zhuopin Xu;  Huimin Ma;  Weimin Cheng;  Xiaohong Li;  Liwen Tang;  Guangxia Zhao;  Yuejin Wu;  Zan Liu;  Qi Wang
浏览  |  Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：68/29  |  提交时间：2023/11/14
Chemometrics  Variable selection  Near-infrared spectroscopy  
Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: A case study in lime concretion black soil 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2022, 卷号: 283
作者:  Wang, Liusan;  Wang, Rujing
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/23
VIS-NIR spectroscopy  Soil pH  Lime concretion black soil  Extreme learning machine  Variable selection  

Comparative study of different wavelength selection methods in the transfer of crop kernel qualitive near-infrared models

 期刊论文
INFRARED PHYSICS & TECHNOLOGY, 2022, 卷号: 123
作者:  Xu, Zhuopin;  Zhang, Pengfei;  Wang, Qi;  Fan, Shuang;  Cheng, Weimin;  Liu, Jie;  Wang, Haiping;  Liu, Binmei;  Wu, Yuejin
收藏  |  浏览/下载：47/0  |  提交时间：2022/12/23
Near-infrared spectroscopy  Calibration transfer  Variable selection  Wheat kernel  Corn kernel  
Effect of donor characteristics on T cell-replete haploidentical stem cell transplantation over the last 10 years at a single institution 期刊论文
BRITISH JOURNAL OF HAEMATOLOGY, 2021
作者:  Wu, Yibo;  Lai, Xiaoyu;  Shi, Jimin;  Tan, Yamin;  Zhao, Yanmin;  Yu, Jian;  Liu, Lizhen;  Zhang, Wei;  Huang, He;  Luo, Yi
收藏  |  浏览/下载：64/0  |  提交时间：2022/01/10
haploidentical  haematopoietic stem cell transplantation  donor selection  donor characteristics  donor age  female to male  
Reflectance images of effective wavelengths from hyperspectral imaging for identification of Fusarium head blight-infected wheat kernels combined with a residual attention convolution neural network 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 190
作者:  Weng, Shizhuang;  Han, Kaixuan;  Chu, Zhaojie;  Zhu, Gongqin;  Liu, Cunchuan;  Zhu, Zede;  Zhang, Zixi;  Zheng, Ling;  Huang, Linsheng
收藏  |  浏览/下载：63/0  |  提交时间：2021/11/29
Hyperspectral imaging  Wheat diseases  Variable selection  Feature fusion  Deep learning  
Muscle Synergy of Lower Limb Motion in Subjects with and without Knee Pathology 期刊论文
DIAGNOSTICS, 2021, 卷号: 11
作者:  Chen, Jingcheng;  Sun, Yining;  Sun, Shaoming
收藏  |  浏览/下载：58/0  |  提交时间：2021/11/01
knee pathology  lower limb motions  surface electromyography  muscle synergy analysis  non-negative matrix factorization  feature selection  
ReinforceNet: A reinforcement learning embedded object detection framework with region selection network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 443
作者:  Zhou, Man;  Wang, Rujing;  Xie, Chengjun;  Liu, Liu;  Li, Rui;  Wang, Fangyuan;  Li, Dengshan
收藏  |  浏览/下载：56/0  |  提交时间：2021/06/15
Reinforcement learning  Convolutional neural network  Region selection network  Object detection  
Discrimination of cracked soybean seeds by near-infrared spectroscopy and random forest variable selection 期刊论文
INFRARED PHYSICS & TECHNOLOGY, 2021, 卷号: 115
作者:  Wang, Liusan;  Huang, Ziliang;  Wang, Rujing
收藏  |  浏览/下载：59/0  |  提交时间：2021/08/31
Soybean seeds  Crack  Near infrared spectroscopy  Random forest  Variable selection  
Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering 期刊论文
SENSORS, 2021, 卷号: 21
作者:  Chen, Jingcheng;  Sun, Yining;  Sun, Shaoming
收藏  |  浏览/下载：42/0  |  提交时间：2021/04/26
feature selection  human activity recognition  activity of daily living  sensor fusion  wearable sensors  genetic algorithm  coordinate calibration  
Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58
作者:  Li, Dacheng;  Cui, Fangxiao;  Wang, Anjing;  Li, Yangyu;  Wu, Jun;  Qiao, Yanli
收藏  |  浏览/下载：101/0  |  提交时间：2020/12/28
Atmospheric measurements  Clouds  Atmospheric modeling  Brightness temperature  Feature extraction  Remote sensing  Brightness temperature spectrum  least absolute shrinkage and selection operator (LASSO)  longwave infrared (LWIR)  remote sensing