Name
Title | ||
|---|---|---|
Road surface temperature prediction based on gradient extreme learning machine boosting. |
Abstract | ||
|---|---|---|
•Gradient extreme learning machine boosting with ReLU and softplus is proposed.•ReLU and softplus improve the performance of extreme learning machine on road surface temperature forecasting.•Softplus cannot replace ReLU, experiment is necessary to select an appropriate one. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.compind.2018.03.026 | Computers in Industry |
Keywords | Field | DocType |
Road surface temperature,Prediction,Neural networks,Gradient boosting | Data mining,Pearson product-moment correlation coefficient,Rectifier (neural networks),Extreme learning machine,Mean squared error,Control engineering,Boosting (machine learning),Predictive modelling,Engineering,Sigmoid function,Gradient boosting | Journal |
Volume | ISSN | Citations |
99 | 0166-3615 | 1 |
PageRank | References | Authors |
0.37 | 4 | 7 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Bo Liu | 1 | 521 | 84.67 |
| Shuo Yan | 2 | 24 | 7.61 |
| Huanling You | 3 | 1 | 0.70 |
| Yan Dong | 4 | 78 | 9.26 |
| Yong Li | 5 | 2 | 1.65 |
| Jianlei Lang | 6 | 1 | 1.72 |
| Rentao Gu | 7 | 25 | 8.24 |