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红外光谱的预处理和定量算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  吴义凡
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红外光谱  定量分析  散射校正  变量选择  非线性最小二乘  
A novel stacked regression algorithm based on slice transform for small sample size problem in spectroscopic analysis 会议论文
, Zhengzhou, China, July 20-22, 2018
Authors:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han
View  |  Adobe PDF(358Kb)  |  Favorite  |  View/Download:34/8  |  Submit date:2019/04/29
Small Sample Size Problem  Variable Selection  Stacked Regression  Slice Transform  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
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Parameter Identifiability  Statistical Machine Learning  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
Authors:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
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Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
The Visual Object Tracking VOT2017 Challenge Results 会议论文
, Venice, Italy, 2017-10
Authors:  Matej Kristan;  Alesˇ Leonardis;  Jiri Matas;  Zhang, Tianzhu;  Gao, Junyu;  Xu, Changsheng
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Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
Authors:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(997Kb)  |  Favorite  |  View/Download:162/74  |  Submit date:2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Joint Feature Selection and Subspace Learning for Cross-modal Retrieval 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 卷号: 38, 期号: 10, 页码: 2010-2023
Authors:  Kaiye Wang;  Ran He;  Liang Wang;  Wei Wang;  Tieniu Tan
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Coupled Feature Selection  Cross-modal Retrieval  Half-quadratic Minimization  
结构稀疏学习及其在图像检索中的应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  康翠翠
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稀疏学习  Lasso  核方法  度量学习  人脸识别  跨模态交叉匹配  “文本–图像”检索  Sparse Representation  Lasso  Kernels  Metric Learning  Face Recognition  Cross-modal Matching  Image Retrieval  
Person-Specific Face Antispoofing With Subject Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2015, 卷号: 10, 期号: 4, 页码: 797-809
Authors:  Yang, Jianwei;  Lei, Zhen;  Yi, Dong;  Li, Stan Z.
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Face Anti-spoofing  Person-specific  Subject Domain Adaptation  
Determining parameter identifiability from the optimization theory framework: A Kullback-Leibler divergence approach 期刊论文
NEUROCOMPUTING, 2014, 卷号: 142, 期号: 2, 页码: 307-317
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
View  |  Adobe PDF(563Kb)  |  Favorite  |  View/Download:88/13  |  Submit date:2015/08/12
Identifiability  Optimization Theory  Kullback-leibler Divergence  Hessian Matrix  Jacobian Matrix