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Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:  Tang FZ(唐凤珍);  Fan ML(范孟灵);  Tino, Peter
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices 期刊论文
Neural Networks, 2021, 卷号: 142, 页码: 105-118
Authors:  Tang FZ(唐凤珍);  Feng HF(冯海峰);  Tino, Peter;  Si BL(斯白露);  Ji DX(冀大雄)
Adobe PDF(786Kb)  |  Favorite  |  View/Download:92/1  |  Submit date:2021/05/25
Probabilistic learning vector quantization  Learning vector quantization  Symmetric positive definite matrices  Riemannian geodesic distances  Riemannian manifold  
Quantum-enhanced reinforcement learning for control: a preliminary study 期刊论文
Control Theory and Technology, 2021, 页码: 1-10
Authors:  Hu YZ(胡亚洲);  Tang FZ(唐凤珍);  Chen, Jun;  Wang WX(王文学)
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Quantum theory  Reinforcement learning  Quantum computation  State superposition  Optimal control  
A novel oversampling technique based on the manifold distance for class imbalance learning 期刊论文
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021, 卷号: 18, 期号: 3, 页码: 131-142
Authors:  Guo YN(郭一楠);  Jiao BT(焦博韬);  Yang LK(杨凌凯);  Cheng J(程健);  Yang SX(杨圣祥);  Tang FZ(唐凤珍)
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class imbalance learning  oversampling  manifold learning  overlapping  small disjunction  
Feature selection with kernelized multi-class support vector machine 期刊论文
Pattern Recognition, 2021, 卷号: 117, 页码: 1-13
Authors:  Guo YN(郭一楠);  Zhang ZR(张子睿);  Tang FZ(唐凤珍)
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Feature selection  Multi-class support vector machine  Kernel machine  Recursive feature elimination  
NeuroBayesSLAM: Neurobiologically inspired Bayesian integration of multisensory information for robot navigation 期刊论文
Neural Networks, 2020, 卷号: 126, 页码: 21-35
Authors:  Zeng TP(曾太平);  Tang FZ(唐凤珍);  Ji DX(冀大雄);  Si BL(斯白露)
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Bayesian  Multisensory integration  Attractor dynamics  Head direction cells  Grid cells  Monocular SLAM  
Unsupervised Feature Learning for Visual Place Recognition in Changing Environments 会议论文
Proceedings of the International Joint Conference on Neural Networks, Budapest, Hungary, July 14-19, 2019
Authors:  Zhao DY(赵冬晔);  Si BL(斯白露);  Tang FZ(唐凤珍)
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visual place recognition  changing environments  unsupervised learning  siamese VisNet  
Scan registration for underwater mechanical scanning imaging sonar using symmetrical Kullback-Leibler divergence 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2019, 卷号: 28, 期号: 1, 页码: 1-11
Authors:  Jiang M(蒋敏);  Song SM(宋三明);  Li YP(李一平);  Tang FZ(唐凤珍);  Liu J(刘健);  Feng XS(封锡盛)
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underwater robots  mechanical scanning imaging sonar  scan registration  symmetrical Kullback-Leibler divergence  
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  
Group feature selection with multiclass support vector machine 期刊论文
NEUROCOMPUTING, 2018, 卷号: 317, 页码: 42-49
Authors:  Tang FZ(唐凤珍);  Adam, Lukas;  Si BL(斯白露)
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Group Feature Selection  Support Vector Machine  Multiclass Support Vector Machine  Alternating Direction Method Of Multipliers  Eeg Channel Selection