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Motor Skills Learning and Generalization with Adapted Curvilinear Gaussian Mixture Model 期刊论文
Journal of Intelligent and Robotic Systems: Theory and Applications, 2019, 页码: 1-19
Authors:  Zhang HW(张会文);  Leng YQ(冷雨泉)
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Skill learning  Cross entropy  Curvilinear Gaussian model  Imitation learning  
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin, Shaobo
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Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2019, 卷号: 184, 页码: 82-93
Authors:  Xiao HJ(肖红军);  Ba, Bingxin;  Li, Xianxiang;  Liu, Jian;  Liu YQ(刘乙奇);  Huang DP(黄道平)
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Soft-sensors  Multi-output  Capacity control  Wastewater  Uncertainty  
Optimization of Protein-Protein Interaction Measurements for Drug Discovery Using AFM Force Spectroscopy 期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2019, 卷号: 18, 页码: 509-517
Authors:  Yang YL(杨永良);  Zeng, Bixi;  Sun, Zhiyong;  Esfahani, Amir Monemian;  Hou, Jing;  Jiao ND(焦念东);  Liu LQ(刘连庆);  Chen, Liangliang;  Basson, Marc D.;  Dong, Lixin;  Yang, Ruiguo;  Xi N(席宁)
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Bionanotechnology  nanosensors  force spectroscopy  atomic force microscopy  protein-protein interactions  
Low-cost biometric recognition system based on NIR palm vein image 期刊论文
IET BIOMETRICS, 2019, 卷号: 8, 期号: 3, 页码: 206-214
Authors:  Wu W(吴微);  Elliott, Stephen John;  Lin S(林森);  Yuan, Weiqi
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feature extraction  biometrics (access control)  vein recognition  image recognition  low-cost biometric recognition system  NIR palm vein image  high security  liveness detection  palm vein capture devices  practical palm vein recognition system  authors  (NIR) palm vein image  complementary metal-oxide-semiconductor camera  NIR charge-coupled device camera  discriminate palm vein features  recognition accuracy  1500 palm vein images  capture device  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
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Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
High-dimensional grouped folded concave penalized estimation via the LLA algorithm 期刊论文
Journal of the Korean Statistical Society, 2019, 卷号: 48, 期号: 1, 页码: 84-96
Authors:  Guo X(郭骁);  Wang Y(王尧);  Zhang H(张海)
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Grouped variable selection  High-dimensional linear models  Folded concave penalty  Local linear approximation  Oracle estimator  
Model loss and distribution analysis of regression problems in machine learning 会议论文
ACM International Conference Proceeding Series, Zhuhai, China, February 22-24, 2019
Authors:  Yang N(杨楠);  Zheng ZY(郑泽宇);  Wang TR(王天然)
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Statistics  machine learning  regression model  maximum likelihood  
基于深度学习的目标跟踪算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  许凌云
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目标跟踪  计算机视觉  深度学习  尺度估计  
Fault detection, classification, and location for active distribution network based on neural network and phase angle analysis 期刊论文
JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2018, 卷号: 41, 期号: 5, 页码: 375-386
Authors:  Zhang T(张彤);  Liu JC(刘建昌);  Sun LX(孙兰香);  Yu HB(于海斌);  Zhang, Yingwei
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Ann Neural Network  Phase Angle  Active Distribution Network (Adn)  Fault Diagnosis