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Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
Journal of Visual Communication and Image Representation, 2019, 卷号: 58, 页码: 138-148
Authors:  Chen, Chengpeng;  Min WQ(闵巍庆);  Li, Xue;  Jiang SQ(蒋树强)
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Incremental learning  Object recognition  SVM  Human-machine interaction  
An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文
Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952
Authors:  Zou YJ(邹宜君);  Zhao XG(赵新刚);  Chu YQ(褚亚奇);  Zhao YW(赵忆文);  Xu WL(徐卫良);  Han JD(韩建达)
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:103/20  |  Submit date:2018/12/16
Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
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)
View  |  Adobe PDF(471Kb)  |  Favorite  |  View/Download:6/1  |  Submit date:2019/06/18
Statistics  machine learning  regression model  maximum likelihood  
Bidirectional-GRU based on attention mechanism for aspect-level Sentiment Analysis 会议论文
ACM International Conference Proceeding Series, Zhuhai, China, February 22-24, 2019
Authors:  Zhai PH(翟鹏华);  Zhang DY(张丁一)
View  |  Adobe PDF(711Kb)  |  Favorite  |  View/Download:1/0  |  Submit date:2019/06/18
sentimental analysis  deep learning  machine learning  attention mechanism  aspect-level  
Risk Detection of Stroke using a Feature Selection and Classification Method 期刊论文
IEEE Access, 2018, 卷号: 6, 页码: 31899-31907
Authors:  Zhang YL(章永来);  Song WA(宋文爱);  Li S(李帅);  Fu, Lizhen;  Li, Shixin
View  |  Adobe PDF(7651Kb)  |  Favorite  |  View/Download:97/17  |  Submit date:2018/06/17
Stroke  Feature Selection  Classification  Support Vector Machine  Machine Learning  
On Convergence Properties of Implicit Self-paced Objective 期刊论文
Information Sciences, 2018, 卷号: 462, 页码: 132-140
Authors:  Ma, Zilu;  Liu, Shiqi;  Meng DY(孟德宇);  Zhang, Yong;  Lo, SioLong;  Han Z(韩志)
View  |  Adobe PDF(398Kb)  |  Favorite  |  View/Download:35/7  |  Submit date:2018/07/01
Self-paced Learning  Machine Learning  Non-convex Optimization  Convergence  
An efficient extreme learning machine for robust regression 会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Minsk, Belarus, June 25-28, 2018
Authors:  Li DC(李德才);  He YQ(何玉庆)
View  |  Adobe PDF(429Kb)  |  Favorite  |  View/Download:80/17  |  Submit date:2018/06/19
Extreme Learning Machine  Robust Regression  Bayesian Method  Huber Loss Function  
A sEMG-based Hand Function Rehabilitation System for Stroke Patients 会议论文
ICARM 2018 - 2018 3rd International Conference on Advanced Robotics and Mechatronics, Singapore, Singapore, July 18-20, 2018
Authors:  Ma LL(马乐乐);  Zhao XG(赵新刚);  Li ZY(李自由);  Zhao M(赵明);  Xu Z(徐壮)
View  |  Adobe PDF(568Kb)  |  Favorite  |  View/Download:48/8  |  Submit date:2019/02/24
sEMG  stroke  rehabilitation strategy  machine learning  
Robust Lifelong Multi-task Multi-view Representation Learning 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Li, Jun;  Fu, Yun
View  |  Adobe PDF(2490Kb)  |  Favorite  |  View/Download:22/4  |  Submit date:2018/12/27
Lifelong machine learning  Multi-view learning  Multi-task Learning  Online learning  
A containerized simulation platform for robot learning peg-in-hole task 会议论文
Proceedings of the 13th IEEE Conference on Industrial Electronics and Applications, ICIEA 2018, Wuhan, China, May 31 - June 2, 2018
Authors:  Liu NL(刘乃龙);  Liu ZM(刘钊铭);  Wei Q(魏青);  Cui L(崔龙)
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Robotics  remote operation  artificial intelligence  machine learning  peg-in-hole