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Regularizing deep networks with label geometry for accurate object localization on small training datasets 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 154, 页码: 53-59
作者:  Wang, Xiaolian;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong
Adobe PDF(1455Kb)  |  收藏  |  浏览/下载：304/68  |  提交时间：2022/06/10
Object detection  Object localization  Label geometry  Box evolution  Small dataset  Human-machine interaction  
Automatic classification of excitation location of snoring sounds 期刊论文
Journal of Clinical Sleep Medicine, 2021, 卷号: 17, 期号: 5, 页码: 1031-1038
作者:  Sun JP(孙井鹏)
Adobe PDF(1212Kb)  |  收藏  |  浏览/下载：354/44  |  提交时间：2021/06/23
machine learning  multiscale entropy  snore classification  obstructive sleep apnea hypopnea syndrome  
A nonlinear calibration transfer method based on joint kernel subspace 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2021, 卷号: 210, 页码: 14
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Wang, Shuyu;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：179/0  |  提交时间：2021/05/06
Calibration transfer  Multivariate calibration  Joint kernel subspace  Kernel partial least squares (KPLS)  
Computational Bioinformatics and Machine Learning Models to Identify the Diseasome and Neurological Disease Comorbidities 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
作者:  Md Habibur Rahman
Adobe PDF(12630Kb)  |  收藏  |  浏览/下载：266/2  |  提交时间：2020/07/15
疾病共病鉴定  生存分析  生物信息学  机器学习  2 型糖尿病  神经系统疾病  胶质母细胞瘤  通路  基因本体  蛋白质  
Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities 期刊论文
IEEE ACCESS, 2019, 期号: 7, 页码: 183948-183970
作者:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
浏览  |  Adobe PDF(9657Kb)  |  收藏  |  浏览/下载：325/43  |  提交时间：2020/03/30
Bioinformatics  comorbidities  gene set enrichment analysis  gene ontology  neurological disease  pathway  semantic similarity  Type 2 diabetes  
Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：209/0  |  提交时间：2020/03/30
Calibration transfer  Principal component analysis (PCA)  Kernel principal component analysis (KPCA)  Multivariate calibration  Joint spectral subspace  Partial least squares (PLS)  
A nonlinear partial least squares with slice transform based piecewise linear inner relation 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2015, 卷号: 143, 期号: 143, 页码: 97–110
作者:  Shan, Peng;  Peng, Silong;  Tang, Liang;  et al.;  Peng Shan
Adobe PDF(5671Kb)  |  收藏  |  浏览/下载：194/0  |  提交时间：2015/09/21
Partial Least Squares slice Transform piecewise Linear Mapping function nonLinearity  
Antiringing image deblurring approach using frequency domain relative error 期刊论文
Journal of Electronic Imaging, 2014, 卷号: 23(1), 期号: 1, 页码: 75-81 (SCI)
作者:  Li, Zhihui;  Peng, Silong;  Hu, Xiyuan;  Xu, Xiaojing,
Adobe PDF(17274Kb)  |  收藏  |  浏览/下载：186/0  |  提交时间：2015/08/12
Image Deblurring  Relative Error In Frequency domaIn  Weighted Sub-band  Ringing Artifacts  
Slice transform-based weight updating strategy for PLS 期刊论文
JOURNAL OF CHEMOMETRICS, 2012, 卷号: 26, 期号: 26, 页码: 565–575
作者:  Bi, Yiming;  Xie, Qiong;  Peng, Silong;  et al.;  Qiong Xie
Adobe PDF(446Kb)  |  收藏  |  浏览/下载：175/0  |  提交时间：2015/08/12
Partial Least Squares  Inner Relation  Weight Updating  Slice Transform  Mapping Functions  
Dual stacked partial least squares for analysis of near-infrared spectra 期刊论文
ANALYTICA CHIMICA ACTA, 2013, 卷号: 792, 期号: 792, 页码: 19-27
作者:  Bi, Yiming;  Xie, Qiong;  Peng, Silong;  et al.;  Qiong Xie
Adobe PDF(1482Kb)  |  收藏  |  浏览/下载：213/1  |  提交时间：2015/08/12
Partial Least Squares ensemble Learning selective Weighting Rule multivariate Calibration near-infrared Spectra