SIA OpenIR

Browse/Search Results:  1-10 of 371 Help

Selected(0)Clear Items/Page:    Sort:
Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
Adobe PDF(4768Kb)  |  Favorite  |  View/Download:33/2  |  Submit date:2021/01/17
Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
Authors:  Wang QZ(王其朝);  Wang K(王锴);  Li Q(李庆);  Yang, Zuye;  Jin, Guangshu;  Wang H(王宏)
Adobe PDF(2700Kb)  |  Favorite  |  View/Download:50/1  |  Submit date:2021/01/17
Fault diagnosis  Neural networks  Complexity theory  Computational modeling  Sensors  Optimization  Real-time systems  Neural network architecture  fault diagnosis  fast inference  unbalance sample  
iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors:  Wang QQ(王倩倩);  Lian, Huanhuan;  Sun G(孙干);  Gao QX(高全学);  Jiao, Licheng
Adobe PDF(6218Kb)  |  Favorite  |  View/Download:45/2  |  Submit date:2020/12/31
Cross-modal subspace clustering  incomplete data  deep canonical correlation analysis  l(1,2)-norm  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:23/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
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
Adobe PDF(1359Kb)  |  Favorite  |  View/Download:17/1  |  Submit date:2021/01/24
Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
Adobe PDF(3684Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2021/02/14
hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
Stochastic Parameter Identification Method for Driving Trajectory Simulation Processes Based on Mobile Edge Computing and Self-Organizing Feature Mapping 期刊论文
Complexity, 2021, 卷号: 2021, 页码: 1-8
Authors:  Yang, Jingfeng;  Luo, Zhiyong;  Zhang, Nanfeng;  Xiao JC(肖金超);  Wang, Honggang;  Zhou, Shengpei;  Liu, Xiaosong;  Li, Ming
Adobe PDF(1649Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2021/02/14
Intelligent decision-making of scheduling for dynamic permutation flowshop via deep reinforcement learning 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 3, 页码: 1-20
Authors:  Yang SL(杨圣落);  Xu ZG(徐志刚);  Wang JY(王军义)
Adobe PDF(1782Kb)  |  Favorite  |  View/Download:13/1  |  Submit date:2021/02/14
permutation flowshop scheduling problem  deep reinforcement learning  actor-critic  dynamic scheduling  real-time scheduling  new job arrival  tardiness cost  
Research on Autonomous Underwater Vehicle Homing Method Based on Fuzzy-Q-FastSLAM 期刊论文
Journal of Offshore Mechanics and Arctic Engineering, 2021, 卷号: 143, 期号: 5, 页码: 1-9
Authors:  Dong LY(董凌艳);  Xu HL(徐红丽);  Feng XS(封锡盛);  Li N(李宁)
Adobe PDF(1499Kb)  |  Favorite  |  View/Download:26/1  |  Submit date:2021/02/14
sub-sea technology  
ISTDet: An efficient end-to-end neural network for infrared small target detection 期刊论文
Infrared Physics and Technology, 2021, 卷号: 114, 页码: 1-8
Authors:  Ju MR(鞠默然);  Luo JN(罗江宁);  Liu GQ(刘广琦);  Luo HB(罗海波)
Adobe PDF(5570Kb)  |  Favorite  |  View/Download:22/0  |  Submit date:2021/02/14
Convolutional neural network  Small target detection  End-to-end  Infrared image