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Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming 期刊论文
Expert Systems with Applications, 2021, 卷号: 166, 页码: 114091
作者:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
Adobe PDF(1654Kb)  |  收藏  |  浏览/下载：230/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Forecasting the price of Bitcoin using deep learning 期刊论文
Finance Research Letters, 2020, 期号: 9, 页码: 101755
作者:  Liu, Mingxi;  Li, Guowen;  Li, Jianping;  Zhu, Xiaoqian;  Yao, Yinhong
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：220/1  |  提交时间：2021/01/17
Bitcoin price prediction  Stacked denoising autoencoders  Feature learning  Deep extraction  
A novel cryptocurrency price trend forecasting model based on LightGBM 期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 32, 期号: 101084, 页码: 1
作者:  Sun Xiaolei;  Liu Mingxi;  Sima Zeqian
Adobe PDF(828Kb)  |  收藏  |  浏览/下载：217/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
Superedge prediction: What opinions will be mined based on an opinion supernetwork model? 期刊论文
DECISION SUPPORT SYSTEMS, 2014, 期号: 64, 页码: 118-129
作者:  Liu, YJ;  Li, QQ;  Tang, XY;  Ma, N;  Tian, RY;  北京8712信箱
Adobe PDF(1386Kb)  |  收藏  |  浏览/下载：208/0  |  提交时间：2016/09/19
Evolution strategy based adaptive L-q penalty support vector machines with Gauss kernel for credit risk analysis 期刊论文
APPLIED SOFT COMPUTING, 2012, 卷号: 12, 期号: 8, 页码: 8,2675-2682
作者:  Li, JP;  Li, G;  Sun, DX;  Lee, CF
Adobe PDF(505Kb)  |  收藏  |  浏览/下载：637/4  |  提交时间：2012/11/12
Adaptive Penalty  Support Vector Machine  Credit Risk Classification  Evolution Strategy  
Evolution strategies based adaptive L-p LS-SVM 期刊论文
INFORMATION SCIENCES, 2011, 卷号: 181, 期号: 14, 页码: 17,3000-3016
作者:  Wei, LW;  Chen, ZY;  Li, JP
Adobe PDF(505Kb)  |  收藏  |  浏览/下载：532/4  |  提交时间：2012/11/12
Adaptive Penalty  Least Squares Support Vector Machine  Classification  Evolution Strategies  
A weighted L-q adaptive least squares support vector machine classifiers - Robust and sparse approximation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 3, 页码: 7,2253-2259
作者:  Liu, JL;  Li, JP;  Xu, WX;  Shi, Y
Adobe PDF(429Kb)  |  收藏  |  浏览/下载：731/8  |  提交时间：2012/11/12
Least Squares Support Vector Machine  Weight  Adaptive Penalty  Classification  Robust  Sparse  
An evolution strategy-based multiple kernels multi-criteria programming approach: The case of credit decision making 期刊论文
DECISION SUPPORT SYSTEMS, 2011, 卷号: 51, 期号: 2, 页码: 7,292-298
作者:  Li, JP;  Wei, LW;  Li, G;  Xu, WX
Adobe PDF(462Kb)  |  收藏  |  浏览/下载：1002/2  |  提交时间：2012/11/12
Multi-criteria Programming  Multiple Kernels  Evolution Strategies  Credit Risk  Decision Making  
Some extensions on risk matrix approach 期刊论文
SAFETY SCIENCE, 2010, 卷号: 48, 期号: 10, 页码: 10,1269-1278
作者:  Ni, HH;  Chen, A;  Chen, N
Adobe PDF(873Kb)  |  收藏  |  浏览/下载：393/2  |  提交时间：2012/11/12
Risk  Risk Matrix  Arithmetic Operation  Interval Number  
Feature selection via Least Squares Support Feature Machine 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2007, 卷号: 6, 期号: 4, 页码: 16,671-686
作者:  Li, JP;  Chen, ZY;  Wei, LW;  Xu, WX;  Kou, G
Adobe PDF(225Kb)  |  收藏  |  浏览/下载：1583/1  |  提交时间：2012/11/12
Feature Selection  Support Vector Machine  Credit Assessment