Time-Series Prediction and Applications
A Machine Intelligence Approach
This book presents machine learning and type-2 fuzzy sets for the prediction of time-series with a particular focus on business forecasting applications. It also proposes new uncertainty management techniques in an economic time-series using type-2 fuzzy sets for prediction of the time-series at a given time point from its preceding value in fluctuating business environments. It employs machine learning to determine repetitively occurring similar structural patterns in the time-series and uses stochastic automaton to predict the most probabilistic structure at a given partition of the time-series. Such predictions help in determining probabil…
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Produktdetails
Weitere Autoren: Bhattacharya, Diptendu
- ISBN: 978-3-319-54597-4
- EAN: 9783319545974
- Produktnummer: 22659974
- Verlag: Springer
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Plattform: PDF
- Masse: 5'257 KB
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