Machine learning advances for time series forecasting
Ricardo P. Masini, Marcelo C. Medeiros, Eduardo F. Mendes
| Year of publication: |
2023
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|---|---|
| Authors: | Masini, Ricardo P. ; Medeiros, Marcelo C. ; Mendes, Eduardo F. |
| Subject: | bagging | boosting | deep learning | forecasting | machine learning | neural networks | nonlinear models | penalized regressions | random forests | regression trees | regularization | sieve approximation | statistical learning theory | Künstliche Intelligenz | Artificial intelligence | Neuronale Netze | Neural networks | Prognoseverfahren | Forecasting model | Regressionsanalyse | Regression analysis | Nichtlineare Regression | Nonlinear regression | Lernprozess | Learning process | Zeitreihenanalyse | Time series analysis | Lernen | Learning | Schätztheorie | Estimation theory |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1111/joes.12429 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014287800