Time-series prediction and applications : a machine intelligence approach

• Main Authors: Konar, Amit, (Author), Bhattacharya, Diptendu, (Author)
• Format: eBook
• Language: English
• Published: Cham, Switzerland : Springer, 2017.
• Series: Intelligent systems reference library ; v. 127.
• Subjects: Time-series analysis > Data processing.; Machine learning.; elektronické knihy; electronic books
• ISBN: 9783319545974; 9783319545967
• Physical Description: 1 online resource

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 g...