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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：13/0  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Effective correction of dissolved organic carbon interference in nitrate detection using ultraviolet spectroscopy combined with the equivalent concentration offset method 期刊论文
RSC ADVANCES, 2024, 卷号: 14, 期号: 8, 页码: 5370-5379
作者:  Dong, Jing;  Tang, Junwu;  Wu, Guojun;  Xin, Yu;  Li, Ruizhuo;  Li, Yahui
Adobe PDF(1077Kb)  |  收藏  |  浏览/下载：29/0  |  提交时间：2024/03/15
Rapid prediction of regenerator performance for regenerative cryogenics cryocooler based on convolutional neural network 期刊论文
INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 卷号: 158, 页码: 225-237
作者:  Chen, Xiantong;  Li, Shanshan;  Yu, Jun;  Yang, Sen;  Chen, Hao
Adobe PDF(4887Kb)  |  收藏  |  浏览/下载：24/0  |  提交时间：2024/02/29
Convolutional neural network  Deep learning  Regenerator  Cryogenic cooler  REGEN 3.3 software  
Multiple PAHs' Detection under CDOM Interference Based on Excitation-Emission Matrix and Interval Selection 期刊论文
JOURNAL OF SPECTROSCOPY, 2023, 卷号: 2023
作者:  Li, Ruizhuo;  Gao, Limin;  Wu, Guojun;  Dong, Jing
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：41/0  |  提交时间：2024/01/17
基于谱段降维和重构残差的遥感高光谱异常检测方法研究 学位论文
, 北京: 中国科学院大学, 2023
作者:  王楠
Adobe PDF(7077Kb)  |  收藏  |  浏览/下载：50/0  |  提交时间：2024/01/11
高光谱图像  异常检测  深度学习  协同表示  自编码器  
Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：51/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Prior-based collaborative representation with global adaptive weight for hyperspectral anomaly detection 期刊论文
Journal of Applied Remote Sensing, 2023, 卷号: 17, 期号: 3
作者:  Wang, Nan;  Shi, Yuetian;  Cheng, Yinzhu;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(3120Kb)  |  收藏  |  浏览/下载：44/0  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
基于高光谱遥感数据的变化检测算法研究 学位论文
, 北京: 中国科学院大学, 2023
作者:  刘松
Adobe PDF(24002Kb)  |  收藏  |  浏览/下载：38/0  |  提交时间：2023/07/26
高光谱图像  变化检测  核函数  深度学习  自编码器  
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y. Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：46/0  |  提交时间：2023/05/05
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction  
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：57/0  |  提交时间：2023/04/04
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction