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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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Delay-Compound-Compensation Control for Photoelectric Tracking System Based on Improved Smith Predictor Scheme
期刊论文
IEEE PHOTONICS JOURNAL, 2022, 卷号: 14, 期号: 3, 页码: 8
Authors:
Luo, Yong
;
Xue, Wenchao
;
He, Wei
;
Nie, Kang
;
Mao, Yao
;
Guerrero, Josep M.
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View/Download:3/0
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Submit date:2022/06/21
Delays
Trajectory
Feedforward systems
Bandwidth
Target tracking
Predictive models
Performance evaluation
Smith predictor
time delay
charge-couple device
delay-compound-compensation
trajectory prediction
velocity feedforward
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 3, 页码: 1080-1095
Authors:
Du, Xingbo
;
Yan, Junchi
;
Zhang, Rui
;
Zha, Hongyuan
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View/Download:23/0
  |  
Submit date:2022/04/02
Task analysis
Predictive models
Social network services
Peer-to-peer computing
Optimization
Computational modeling
Computer science
Link prediction
network alignment
cross-network embedding
skip-gram
biased random walk
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
Authors:
Li, Yuze
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhu, Qing
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View/Download:14/0
  |  
Submit date: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)
Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy
期刊论文
COMPUTATIONAL ECONOMICS, 2021, 页码: 22
Authors:
Zhan, Baoqiang
;
Zhang, Shu
;
Du, Helen S.
;
Yang, Xiaoguang
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View/Download:19/0
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Submit date:2022/04/02
Statistical arbitrage
Cointegration
Machine learning
Opportunities exploration
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
Authors:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
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View/Download:17/0
  |  
Submit date: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
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
Authors:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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View/Download:34/0
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Submit date: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 Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
View/Download:41/0
  |  
Submit date:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
A decomposition-ensemble approach for tourism forecasting
期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
Authors:
Xie, Gang
;
Qian, Yatong
;
Wang, Shouyang
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View/Download:52/0
  |  
Submit date:2020/06/30
Tourism demand
Complete ensemble empirical mode decomposition with adaptive noise
Data characteristic analysis
Time series forecasting
基于时变模型平均方法的我国航空客运量预测
期刊论文
系统工程理论与实践, 2020, 卷号: 40, 期号: 6, 页码: 1509-1519
Authors:
张健
;
孙玉莹
;
张新雨
;
汪寿阳
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View/Download:73/0
  |  
Submit date:2021/01/14
air passengers
time-varying model average
non-parametric estimation
time-varying weights
time-varying parameter predictive models
航空客运量
时变模型平均
非参数估计
时变权重
时变参数预测模型
基于杠杆效应和结构突变的HAR族模型及其对股市波动率的预测研究
期刊论文
系统工程理论与实践, 2020, 卷号: 40.0, 期号: 005, 页码: 1113-1133
Authors:
龚旭
;
曹杰
;
文凤华
;
杨晓光
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View/Download:88/0
  |  
Submit date:2021/01/14
HAR-RV模型
杠杆效应
结构突变
ICSS算法
MCS检验