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Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载：211/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
Managing demand uncertainty: Probabilistic selling versus inventory substitution 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2018, 卷号: 196, 页码: 56-67
作者:  Zhang, Yi;  Hu, Guowei;  Wang, Shouyang;  Zhang, Juliang;  Fernandez, Vicenc
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
OR in marketing  Probabilistic selling  Opaque selling  Inventory substitution  Demand uncertainty  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
A unified framework for population-based metaheuristics 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2011, 卷号: 186, 期号: 1, 页码: 231-262
作者:  Liu, Bo;  Wang, Ling;  Liu, Ying;  Wang, Shouyang
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
Metaheuristics  Unified framework  Population-based metaheuristics  Memetic Algorithms  Convergence analysis  Evolutionary computing  
Dynamic portfolio optimization with risk control for absolute deviation model 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 卷号: 201, 期号: 2, 页码: 349-364
作者:  Yu, Mei;  Takahashi, Satoru;  Inoue, Hiroshi;  Wang, Shouyang
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
Portfolio optimization  Linear programming  Absolute deviation  Dynamic programming  
Evolving Least Squares Support Vector Machines for Stock Market Trend Mining 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 卷号: 13, 期号: 1, 页码: 87-102
作者:  Yu, Lean;  Chen, Huanhuan;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
Artificial neural networks (ANNs)  evolutionary algorithms (EAs)  feature selection  genetic algorithm (GA)  least squares support vector machine (LSSVM)  mixed kernel  parameter optimization  statistical models  stock market trend mining  
A new computational method of input selection for stock market forecasting with neural networks 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 4, PROCEEDINGS, 2006, 卷号: 3994, 页码: 308-315
作者:  Huang, Wei;  Wang, Shouyang;  Yu, Lean;  Bao, Yukun;  Wang, Lin
收藏  |  浏览/下载：90/0  |  提交时间：2018/07/30