Name
Abstract | ||
|---|---|---|
In the field of machine learning, the algorithm Adaptive Boosting has been successfully applied to a wide range of regression and classification problems. However, to the best of the authors' knowledge, the use of this algorithm to estimate dynamical systems has not been exploited. In this brief, we explore the connection between Adaptive Boosting and system identification, and give examples of an... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TNNLS.2017.2754319 | IEEE Transactions on Neural Networks and Learning Systems |
Keywords | Field | DocType |
Boosting,Adaptive systems,Adaptation models,Heuristic algorithms,Data models,Convergence | Convergence (routing),Data modeling,Regression,Adaptive system,Computer science,Dynamical systems theory,Boosting (machine learning),Artificial intelligence,System identification,Machine learning | Journal |
Volume | Issue | ISSN |
29 | 9 | 2162-237X |
Citations | PageRank | References |
1 | 0.35 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Johan Bjurgert | 1 | 1 | 0.35 |
| Patricio E. Valenzuela | 2 | 7 | 4.00 |
| Cristian R. Rojas | 3 | 252 | 43.97 |