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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)
Adobe PDF(2703Kb)  |  Favorite  |  View/Download:105/17  |  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)
Adobe PDF(6392Kb)  |  Favorite  |  View/Download:53/6  |  Submit date:2019/08/29
Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction  
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  
Kernel sparse representation on Grassmann manifolds for visual clustering 期刊论文
Optical Engineering, 2018, 卷号: 57, 期号: 5, 页码: 1-10
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
Adobe PDF(1780Kb)  |  Favorite  |  View/Download:216/31  |  Submit date:2018/06/17
Grassmann Manifold  Visual Clustering  Sparse Representation  Kernel Method  
Data-driven process decomposition and robust online distributed modelling for large-scale processes 期刊论文
International Journal of Systems Science, 2018, 卷号: 49, 期号: 3, 页码: 449-463
Authors:  Zhang, Shu;  Li LJ(李丽娟);  Yao LJ(姚莉娟);  Yang SP(杨世品);  Zou T(邹涛)
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Canonical Correlation Analysis  Affinity Propagation Clustering  Block-wise Rpls  Model Reduction  Model-predictive Control  Process Control  Parameter Identification