Name
Title | ||
|---|---|---|
Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization |
Abstract | ||
|---|---|---|
Multivariate time-series prediction is a challenging research topic in the field of time-series analysis and modeling, and is continually under research. The echo state network (ESN), a type of efficient recurrent neural network, has been widely used in time-series prediction, but when using ESN, two crucial problems have to be confronted: 1) how to select the optimal subset of input features and ... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/TCYB.2020.2977375 | IEEE Transactions on Cybernetics |
Keywords | DocType | Volume |
Sociology,Statistics,Optimization,Predictive models,Reservoirs,Feature extraction,Biological system modeling | Journal | 52 |
Issue | ISSN | Citations |
4 | 2168-2267 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xiaodong Na | 1 | 2 | 1.07 |
| Min Han | 2 | 761 | 68.01 |
| Weijie Ren | 3 | 38 | 5.41 |
| Kai Zhong | 4 | 90 | 11.41 |