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Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 卷号: 19, 期号: 12, 页码: 7942-7956
作者:  De Domenico, Antonio;  Liu, Ya-Feng;  Yu, Wei
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Cloud computing  5G mobile communication  Computer architecture  Resource management  Radio access networks  Wireless communication  5G mobile communication  network function virtualization (NFV)  network slicing  integer linear programming (ILP)  
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
收藏  |  浏览/下载：139/0  |  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  
Convergence of Self-Tuning Regulators under Conditional Heteroscedastic Noises with Unknown High-Frequency Gain 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 15
作者:  Zhang, Yaqi;  Guo, Lei
收藏  |  浏览/下载：145/0  |  提交时间：2021/01/14
ARCH model  conditional heteroscedasticity  convergence  self-tuning regulator  weighted least-squares algorithm  
Input-Output Production Structure and Non-Linear Production Possibility Frontier 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 18
作者:  Jiang, Weimin;  Fan, Jin;  Tian, Kailan
收藏  |  浏览/下载：126/0  |  提交时间：2021/01/14
Input output analysis  marginal rate of transformation  non-substitution theorem  production possibility frontier  
An Improvement of the Rational Representation for High-Dimensional Systems 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 18
作者:  Xiao, Fanghui;  Lu, Dong;  Ma, Xiaodong;  Wang, Dingkang
收藏  |  浏览/下载：145/0  |  提交时间：2021/01/14
Comprehensive Grobner systems  high-dimensional polynomial system  rational representation  rational univariate representation  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：118/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
Descent of Ordinary Differential Equations with Rational General Solutions 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 10
作者:  Feng, Shuang;  Feng, Ruyong
收藏  |  浏览/下载：134/0  |  提交时间：2021/01/14
Algebraic ordinary differential equation  differential descent  rational general solution  
Tool Orientation Optimization and Path Planning for 5-Axis Machining 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 24
作者:  Yuan, Chunming;  Mi, Zhenpeng;  Jia, Xiaohong;  Lin, Fengming;  Shen, Liyong
收藏  |  浏览/下载：126/0  |  提交时间：2021/01/14
5-axis CNC machining  flat end cutter  tool path planning  tool posture optimization  
A multi-granularity heterogeneous combination approach to crude oil price forecasting 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:  Wang, Jue;  Zhou, Hao;  Hong, Tao;  Li, Xiang;  Wang, Shouyang
收藏  |  浏览/下载：143/0  |  提交时间：2021/01/14
Crude oil Price  Forecast combination  Feature selection  Multi-granularity  Artificial bee colony  
Impact of the RMB Joining in the SDR Basket on Its Internationalization from the Perspective of Risk Spillover 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 12
作者:  Zhang, Bingjie;  Wang, Shouyang;  Wei, Yunjie;  Zhao, Xueting
收藏  |  浏览/下载：136/0  |  提交时间：2020/09/23
Dynamic network  risk spillover  RMB internationalization  SDR basket  structural VAR