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Leveraging multidimensional features for policy opinion sentiment prediction 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 215
作者:  Hou, Wenju;  Li, Ying;  Liu, Yijun;  Li, Qianqian
收藏  |  浏览/下载：51/0  |  提交时间：2023/05/30
Policy opinion  Sentiment prediction  Deep learning  Feature engineering  
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：235/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Forecasting residential electricity consumption using a hybrid machine learning model with online search data 期刊论文
Applied Energy, 2021, 期号: 300, 页码: 1-13
作者:  Gao Feng;  Chi Hong;  Shao Xueyan
收藏  |  浏览/下载：177/0  |  提交时间：2022/03/01
Residential electricity consumption forecasting  Online search data  Extreme learning machine  Jaya  
A Novel Ensemble Approach for the Forecasting of Energy Demand Based on the Artificial Bee Colony Algorithm 期刊论文
ENERGIES, 2020, 卷号: 13, 页码: 550
作者:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
Adobe PDF(3034Kb)  |  收藏  |  浏览/下载：203/0  |  提交时间：2021/01/16
Support Vector Machines Based Methodology for Credit Risk Analysis 专著章节/文集论文
出自: Handbook of Financial Econometrics, Mathematics, Statistics, and Technology, Singapore:World Scientific, 2020
作者:  Jianping Li;  Mingxi Liu;  Cheng-Few Lee;  Dengsheng Wu
Adobe PDF(696Kb)  |  收藏  |  浏览/下载：289/0  |  提交时间：2021/01/26
Support Vector Machines  Feature Extraction  Kernel Function Selection  Hyper-Parameter Optimization  Credit Risk Classification  
A novel random forest approach for imbalance problem in crime linkage 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 195
作者:  Li, Yu-Sheng;  Chi, Hong;  Shao, Xue-Yan;  Qi, Ming-Liang;  Xu, Bao-Guang
Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2021/01/16
An approach for understanding offender modus operandi to detect serial robbery crimes. 期刊论文
Journal of Computational Science, 2019, 期号: 7, 页码: 1-12
作者:  Yu-Sheng Li;  Ming-Liang Qi
Adobe PDF(2311Kb)  |  收藏  |  浏览/下载：161/0  |  提交时间：2021/01/17