.... The data set was partitioned into training (22 months) and testing segments (11 months). The BetaSutte model, which explicitly decomposes time series into trend and residual components, was implemented alongside random forest, XGBoost, and ETS models. Performance was evaluated through multiple accuracy...

... of stock trading volumes Lagged trading volume Heterogeneous AR model Source: Created by author Thermal coal Futures Trading volume Prediction Nonlinear autoregressive neural network Finance Forecasting Energy Time series Artificial intelligence Neural networks...

...Fatemeh Yazdani; Mehdi Khashei; Seyed Reza Hejazi Purpose This paper aims to detect the most profitable, i.e. optimal turning points (TPs), from the history of time series using a binary integer programming (BIP) model. TPs prediction problem is one of the most popular yet challenging topics...

... Responsible investment Economics Time series Financial analysis Sustainability is a global concern for any economy. The key alarm for investing community nowadays is a sustainable investment. Firms are now moving toward sustainability to contribute to sustainable economic growth. Socially...

... can be contacted at: siri_sup1@hotmail.com 07 11 2018 12 03 2019 08 06 2019 © Emerald Publishing Limited 2019 Emerald Publishing Limited Licensed re-use rights only Information systems Time series Artificial intelligence Modelling Decision analysis Neural...

... and heterogeneous behavior between groups. Time series Inventory management Management information systems Supply chain management Stochastic programming Cluster analysis GARMA model Joint replenishment Periodic review It has been shown that supply systems reduce the vulnerability of supply chain...

... of the study show that the number of input nodes plays an important role in neural network time series forecasting. The study by Ozkan (2013) compared structural model (purchasing power parity) and a statistical model (ANN model) for the long-term forecasting of exchange rates using monthly datasets...