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中国科学院沈阳自动化研究所机构知识库
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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)
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View/Download:21/1
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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)
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Submit date:2021/01/24
Generalized learning vector quantization (GLVQ)
learning vector quantization (LVQ)
Riemannian geodesic distances
Riemannian manifold
Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 8220-8232
Authors:
Yu, Mengmeng
;
Zhang, Xiongfeng
;
Jiang, Junhui
;
Lee, ChangDae
;
Hong, Seung Ho
;
Wang K(王锴)
;
Xu AD(徐皑冬)
Adobe PDF(3307Kb)
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View/Download:16/0
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Submit date:2021/01/30
Demand response (DR)
implementation
energy management
game theory
Remaining Useful Life Prediction of Lithium Batteries Based on Extended Kalman Particle Filter
期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2021, 卷号: 16, 期号: 2, 页码: 206-214
Authors:
Zhang, Ning
;
Xu AD(徐皑冬)
;
Wang K(王锴)
;
Han XJ(韩晓佳)
;
Hong, Wenhuan
;
Hong, Seung Ho
Adobe PDF(526Kb)
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Submit date:2021/02/14
lithium‐
ion battery
remaining useful life
extended Kalman particle filter
double exponential empirical degradation model
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)
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Submit date:2021/02/14
permutation flowshop scheduling problem
deep reinforcement learning
actor-critic
dynamic scheduling
real-time scheduling
new job arrival
tardiness cost
移动机器人自主增量式导航行为学习
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:
胡艳明
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Submit date:2020/06/27
移动机器人导航
增量式学习
机器人学习
主动学习
潜意识学习
基于数据驱动的自主式水下潜水器故障检测方法研究与应用
学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:
杨宗圣
Adobe PDF(4581Kb)
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Submit date:2020/06/27
自主式水下潜水器
故障检测
主元分析
注意力机制
大数据
复杂交通环境下毫米波雷达多目标检测跟踪算法研究
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:
高洁
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Submit date:2020/06/27
毫米波雷达
多目标检测
检测前跟踪
动态规划
运动模型
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks
期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2020, 卷号: 24, 期号: 4, 页码: 750-764
Authors:
Guo YN(郭一楠)
;
Zhang, Xu
;
Gong DW(巩敦卫)
;
Zhang, Zhen
;
Yang JJ(杨建建)
Adobe PDF(1535Kb)
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View/Download:31/11
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Submit date:2020/08/22
Fasteners
Optimization
Rocks
Stability analysis
Tunneling
Bolt supporting network
interaction
multiobjective evolutionary optimization
preference
surrogate model
Deep plug-and-play prior for low-rank tensor completion
期刊论文
Neurocomputing, 2020, 卷号: 400, 页码: 137-149
Authors:
Zhao XL(赵熙乐)
;
Xu, Wen-Hao
;
Jiang TX(蒋太翔)
;
Wang Y(王尧)
;
Ng, Michael K.
Adobe PDF(6634Kb)
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View/Download:98/11
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Submit date:2020/04/11
Tensor completion
Tensor nuclear norm
Denoising neural network
Alternating direction method of multipliers
Plug-and-play framework