Using meta-learning to recommend an appropriate time-series forecasting model

• Main Authors: Nasrin Talkhi (Author), Narges Akhavan Fatemi (Author), Mehdi Jabbari Nooghabi (Author), Ehsan Soltani (Author), Azadeh Jabbari Nooghabi (Author)
• Format: Book
• Published: BMC, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background There are various forecasting algorithms available for univariate time series, ranging from simple to sophisticated and computational. In practice, selecting the most appropriate algorithm can be difficult, because there are too many algorithms. Although expert knowledge is requi...