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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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An Implicit Function-Based Adaptive Control Scheme for Noncanonical-Form Discrete-Time Neural-Network Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 5728-5739
作者:
Zhang, Yanjun
;
Tao, Gang
;
Chen, Mou
;
Chen, Wen
;
Zhang, Zhengqiang
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  |  
浏览/下载:139/0
  |  
提交时间:2022/04/02
Adaptive control
Uncertainty
Nonlinear systems
Adaptation models
Asymptotic stability
Stability analysis
Adaptive control
asymptotic output tracking
discrete time (DT)
implicit function
noncanonical form
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 6, 页码: 1357-1368
作者:
Li, Yuze
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhu, Qing
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  |  
浏览/下载:111/0
  |  
提交时间:2022/04/02
Gold
Forecasting
Autoregressive processes
Predictive models
Signal resolution
Deep learning
Mathematical model
Algorithmic trading
bidirectional gated recurrent unit (BiGRU)
gold futures price forecasting
variational mode decomposition (VMD)
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 4, 页码: 4337-4352
作者:
Chen, Wei-Kun
;
Liu, Ya-Feng
;
De Domenico, Antonio
;
Luo, Zhi-Quan
;
Dai, Yu-Hong
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  |  
浏览/下载:113/0
  |  
提交时间:2022/04/02
Routing
Cloud computing
Network slicing
Delays
5G mobile communication
Service function chaining
Data centers
Energy efficiency
E2E delay
network function virtualization
network slicing
resource allocation
service function chain
Uplink-Downlink Duality Between Multiple-Access and Broadcast Channels With Compressing Relays
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2021, 卷号: 67, 期号: 11, 页码: 7304-7337
作者:
Liu, Liang
;
Liu, Ya-Feng
;
Patil, Pratik
;
Yu, Wei
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  |  
浏览/下载:143/0
  |  
提交时间:2022/04/02
Relays
Uplink
Downlink
Interference
Signal to noise ratio
Array signal processing
Encoding
Uplink-downlink duality
multiple-access channel
broadcast channel
relay channel
Wyner-Ziv compression
multivariate compression
cloud radio access network
cell-free massive multiple-input multiple-output (MIMO)
A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638
作者:
Yu, Tengteng
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Sun, Jie
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  |  
浏览/下载:119/0
  |  
提交时间:2022/04/02
Convergence
Convex functions
Risk management
Gradient methods
Learning systems
Sun
Barzilai-Borwein (BB) method
empirical risk minimization (ERM)
proximal method
stochastic gradient
trust-region
Convergence of a Distributed Least Squares
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 10, 页码: 4952-4959
作者:
Xie, Siyu
;
Zhang, Yaqi
;
Guo, Lei
收藏
  |  
浏览/下载:110/0
  |  
提交时间:2022/04/02
Convergence
Estimation
Symmetric matrices
Stochastic processes
Task analysis
Complexity theory
Adaptive control
Convergence
cooperative excitation
diffusion strategies
distributed estimation
least squares (LS)
martingale theory
regret
Adaptive Tracking Control of FIR Systems Under Binary-Valued Observations and Recursive Projection Identification
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 9, 页码: 5289-5299
作者:
Wang, Ting
;
Hu, Min
;
Zhao, Yanlong
收藏
  |  
浏览/下载:173/0
  |  
提交时间:2021/10/26
Adaptive tracking control
binary-valued observations
convergence
convergence rate
finite impulse response (FIR) systems
identification
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
;
Ge, Zongyuan
;
Su, Steven
收藏
  |  
浏览/下载:159/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
Input-Feedforward-Passivity-Based Distributed Optimization Over Jointly Connected Balanced Digraphs
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 9, 页码: 4117-4131
作者:
Li, Mengmou
;
Chesi, Graziano
;
Hong, Yiguang
收藏
  |  
浏览/下载:123/0
  |  
提交时间:2022/04/02
Topology
Distributed algorithms
Optimization
Feedforward systems
Output feedback
Convergence
Couplings
Continuous-time algorithms
derivative feedback
input feedforward passivity
uniformly jointly strongly connected (UJSC) topologies
weight-balanced digraphs
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:143/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures