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Exploring firms' innovation capabilities through learning systems 期刊论文
NEUROCOMPUTING, 2020, 卷号: 409, 页码: 27-34
Authors:  Li, Yawen;  Wang, Xiaoyang;  Chen, Chengcai;  Jing, Changyuan;  Wu, Tian
Favorite  |  View/Download:14/0  |  Submit date:2020/10/12
Machine learning  Innovation input capability  Collaborative innovation capability  Innovation performance  XGBoost  GBDT  
artificialintelligenceinpediatrics 期刊论文
chinesemedicaljournal, 2020, 卷号: 133, 期号: 3, 页码: 358-360
Authors:  Li Yawen;  Liu Fang;  Zhang Tiannan;  Xu Fang;  Gao Yuchen;  Wu Tian
Favorite  |  View/Download:8/0  |  Submit date:2020/05/24
Effects of urban environmental policies on improving firm efficiency: Evidence from Chinese new energy vehicle firms 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 215, 页码: 600-610
Authors:  Li, Yawen;  Zeng, Bohan;  Wu, Tian;  Hao, Han
Favorite  |  View/Download:31/0  |  Submit date:2019/04/02
Chinese new energy vehicles firms  Policy and financial support  Firm efficiency  Data envelopment analysis model  Random effects model  
Application of interpretable machine learning models for the intelligent decision 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
Authors:  Li, Yawen;  Yang, Liu;  Yang, Bohan;  Wang, Ning;  Wu, Tian
Favorite  |  View/Download:27/0  |  Submit date:2019/03/05
Machine learning  XGBoost  R&D investments  Firm size  Innovation performance  
Multilayer Perceptron Method to Estimate Real-World Fuel Consumption Rate of Light Duty Vehicles 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 63395-63402
Authors:  Li, Yawen;  Tang, Guangcan;  Du, Jiameng;  Zhou, Nan;  Zhao, Yue;  Wu, Tian
Favorite  |  View/Download:17/0  |  Submit date:2020/01/10
Artificial intelligence  big data  multilayer perceptron  fuel consumption rate  light-duty vehicles  
On neural networks and learning systems for business computing 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1150-1159
Authors:  Li, Yawen;  Jiang, Weifeng;  Yang, Liu;  Wu, Tian
Favorite  |  View/Download:29/0  |  Submit date:2018/07/30
Neural networks  Deep learning  Machine learning  Business activities  
On neural networks and learning systems for business computing 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1150
Authors:  Li, Yawen;  Jiang, Weifeng;  Yang, Liu;  Wu, Tian
Favorite  |  View/Download:13/0  |  Submit date:2019/12/31