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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:215/51  |  Submit date:2018/12/16
Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
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)
View  |  Adobe PDF(2703Kb)  |  Favorite  |  View/Download:122/22  |  Submit date:2018/12/16
Incremental learning  Object recognition  SVM  Human-machine interaction  
Microscopic Machine Vision Based Degradation Monitoring of Low-Voltage Electromagnetic Coil Insulation Using Ensemble Learning in a Membrane Computing Framework 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 97216-97241
Authors:  Li C(李晨);  Kong FJ(孔樊杰);  Wang K(王锴);  Xu AD(徐皑冬);  Zhang, Gexiang;  Xu, Ning;  Liu ZH(刘志华);  Guo HF(郭海丰);  Wang, Xue;  Liang, Kuan;  Yuan, Jianying;  Qi, Shouliang;  Jiang T(蒋涛)
View  |  Adobe PDF(6392Kb)  |  Favorite  |  View/Download:69/9  |  Submit date:2019/08/29
Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction  
Model loss and distribution analysis of regression problems in machine learning 会议论文
2019 11TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, 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:63/12  |  Submit date:2019/06/18
Statistics  machine learning  regression model  maximum likelihood  
ELM-PSO-FCM based missing values imputation for byproduct gas flow data analysis 会议论文
Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019, Chengdu, China, March 15-17, 2019
Authors:  Sun XY(孙雪莹);  Wang Z(王卓);  Hu JT(胡静涛)
View  |  Adobe PDF(173Kb)  |  Favorite  |  View/Download:71/17  |  Submit date:2019/07/14
Missing data  Imputation  Fuzzy c-means  PSO  Extreme learning machine  
Bidirectional-GRU based on attention mechanism for aspect-level Sentiment Analysis 会议论文
2019 11TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, Zhuhai, China, February 22-24, 2019
Authors:  Zhai PH(翟鹏华);  Zhang DY(张丁一)
View  |  Adobe PDF(711Kb)  |  Favorite  |  View/Download:42/7  |  Submit date:2019/06/18
sentimental analysis  deep learning  machine learning  attention mechanism  aspect-level  
Multi-objective Artificial Bee Colony Algorithm with Information Learning for Model Optimization of Extreme Learning Machine 会议论文
Proceedings of the 9th International Conference on Extreme Learning Machines (ELM2018), Singapore, November 21-23, 2018
Authors:  Zhang H(张浩);  Zhang DY(张丁一);  Ku T(库涛)
Adobe PDF(473Kb)  |  Favorite  |  View/Download:29/7  |  Submit date:2019/12/30
Multi-objective optimization  Artificial bee colony  Extreme learning machine  Machine learning  Swarm intelligence  
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)
View  |  Adobe PDF(1726Kb)  |  Favorite  |  View/Download:111/26  |  Submit date:2018/08/08
Robotics  remote operation  artificial intelligence  machine learning  peg-in-hole  
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:96/14  |  Submit date:2018/12/27
Lifelong machine learning  Multi-view learning  Multi-task Learning  Online learning  
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:73/15  |  Submit date:2019/02/24
sEMG  stroke  rehabilitation strategy  machine learning