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出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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  |  
浏览/下载:87/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
;
Zhou, Chuan
;
Hu, Wenbin
;
Paris, Cecile
;
Nepal, Surya
;
Jin, Di
;
Sheng, Quan Z.
;
Yu, Philip S.
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  |  
浏览/下载:147/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Observer-Based Output Feedback Event-Triggered Adaptive Control for Linear Multiagent Systems Under Switching Topologies
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Zhang, Juan
;
Zhang, Huaguang
;
Zhang, Kun
;
Cai, Yuliang
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  |  
浏览/下载:110/0
  |  
提交时间:2022/04/02
Topology
Protocols
Synchronization
Switches
Consensus control
Output feedback
Adaptive control
Adaptive control
event-triggered control
output feedback control
switching topologies
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
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  |  
浏览/下载:121/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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浏览/下载:139/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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  |  
浏览/下载:140/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 1, 页码: 269-283
作者:
Chen, Chuan
;
Xin, Jingxue
;
Wang, Yong
;
Chen, Luonan
;
Ng, Michael K.
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  |  
浏览/下载:252/0
  |  
提交时间:2019/03/05
Domain selection
multidomain classification
network integration
semisupervised learning
sparsity
Design of Distributed Observers in the Presence of Arbitrarily Large Communication Delays
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4447-4461
作者:
Liu, Kexin
;
Lu, Jinhu
;
Lin, Zongli
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  |  
浏览/下载:161/0
  |  
提交时间:2018/10/07
Distributed observers
low-gain feedback
multiagent systems (MASs)
time delay
Partition-Based Solutions of Static Logical Networks With Applications
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1252-1262
作者:
Qiao, Yupeng
;
Qi, Hongsheng
;
Cheng, Daizhan
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  |  
浏览/下载:146/0
  |  
提交时间:2018/07/30
Difference-algebraic network
implicit function (IF) theorem
partition-based solutions
semitensor product (STP) of matrices
static logical network
Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2555-2565
作者:
Li, Xuejing
;
Wang, Lin
;
Liu, Zhixin
;
Dong, Daoyi
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  |  
浏览/下载:114/0
  |  
提交时间:2018/07/30
3-D flocking model
expected consensus
leader-follower model
lower bound