A linguistic approach to time series forecasting

• Datum: 2022
• Hauptverfasser: Ланде, Д. В., Юзефович , В. В.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: Інститут проблем реєстрації інформації НАН України 2022
• Schlagworte: time series; forecasting; N-gram method; quantization; trend; model; similarity criterion; correlation; linear regression
• Online Zugang: http://drsp.ipri.kiev.ua/article/view/262673
• Назва журналу: Data Recording, Storage & Processing

Methods for predicting dynamic time series (including non-stationary ones) based on a linguistic approach, namely, the study of occurrences and repetition of so-called N-grams, are proposed. This approach is used in computational linguistics to create statistical translators, detect plagiarism and d...