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Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：165/0  |  提交时间：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
A prospect theory-based group decision approach considering consensus for portfolio selection with hesitant fuzzy information 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 168, 页码: 28-38
作者:  Zhou, Xiaoyang;  Wang, Liqin;  Liao, Huchang;  Wang, Shouyang;  Lev, Benjamin;  Fujita, Hamido
收藏  |  浏览/下载：129/0  |  提交时间：2019/12/13
Portfolio selection  Group decision making  Prospect theory  Consensus process  
Privacy Preservation in Distributed Subgradient Optimization Algorithms 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154-2165
作者:  Lou, Youcheng;  Yu, Lean;  Wang, Shouyang;  Yi, Peng
收藏  |  浏览/下载：157/0  |  提交时间：2018/07/30
Asynchronous optimization  distributed optimization  heterogeneous-stepsize  privacy preservation  
Does Interval Knowledge Sharpen Forecasting Models? Evidence from China's Typical Ports 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2018, 卷号: 17, 期号: 2, 页码: 467-483
作者:  Huang, Anqiang;  Lai, Kin Keung;  Qiao, Han;  Wang, Shouyang;  Zhang, Zhenji
收藏  |  浏览/下载：166/0  |  提交时间：2018/07/30
Container throughput forecasting  interval knowledge  SARIMA  SVR  
An improved SMO algorithm for financial credit risk assessment - Evidence from China's banking 期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 页码: 314-325
作者:  Zhang, Qi;  Wang, Jue;  Lu, Aiguo;  Wang, Shouyang;  Ma, Jian
收藏  |  浏览/下载：166/0  |  提交时间：2018/07/30
Credit risk assessment  SVM  Sequential minimal optimization (SMO)  Four-variable working set  
The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2017, 卷号: 16, 期号: 3, 页码: 851-863
作者:  Xiao, Yi;  Wang, Shouyang;  Xiao, Ming;  Xiao, Jin;  Hu, Yi
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30
Cargo volume analyzing  radial basis function network  discrete wavelet technique  TEI@I methodology  
Measuring efficiencies of multi-period and multi-division systems associated with DEA: An application to OECD countries' national innovation systems 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 卷号: 46, 页码: 494-510
作者:  Kou, Mingting;  Chen, Kaihua;  Wang, Shouyang;  Shao, Yanmin
收藏  |  浏览/下载：103/0  |  提交时间：2018/07/30
Multi-period and multi-division systems  Dynamic network DEA  Efficiency measurement and decomposition  National innovation systems  Innovation efficiency  OECD countries  
An improved grey neural network model for predicting transportation disruptions 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 卷号: 45, 页码: 331-340
作者:  Liu, Chunxia;  Shu, Tong;  Chen, Shou;  Wang, Shouyang;  Lai, Kin Keung;  Gan, Lu
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Transportation disruptions  GM(1,1) model  Neural network  Prediction  
Improving Forecasting Performance by Exploiting Expert Knowledge: Evidence from Guangzhou Port 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 卷号: 15, 期号: 2, 页码: 387-401
作者:  Huang, Anqiang;  Qiao, Han;  Wang, Shouyang;  Liu, John
收藏  |  浏览/下载：85/0  |  提交时间：2018/07/30
Container throughput forecast  expert knowledge  subjective judgment  
Robust Novelty Detection via Worst Case CVaR Minimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2098-2110
作者:  Wang, Yongqiao;  Dang, Chuangyin;  Wang, Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Conditional value-at-risk (CVaR)  kernel methods  novelty detection  robust programming  single-class support vector machine (SSVM)