uses daily Taiwan Stock Exchange Capitalization Weighted Stock Index as the forecasting target. Regime switches in in … applied to other time series, such as Dow Jones or NASDAQ. Originality/value – Previous studies contribute to the forecasting … of regime switches. The forecasting results are validated with the real event. One of the forecasted regime switches …

Purpose – The purpose of this paper is to propose an occurrence-based model to improve the forecasting of regime … relationships are taken into account when forecasting. Taiwan Stock Exchange Capitalization Weighted Stock Index is taken as the … forecasting target. Findings – Due to the consideration of occurrences of relationships in forecasting, the out of sample …

Purpose – Analyzing and forecasting reliability is increasingly important for enterprises. An accurate product … reliability forecasting model cannot only learn and track a product's reliability and operational performance, but can also offer …

the field of the electricity price forecasting. Thus, it gives a new impact for further research enabling development of …

behaviors in any given situation. This work presents several scalable frameworks for modeling and forecasting agent behavior …, particularly in the realm of international security dynamics. A probabilistic logic formalism for modeling and forecasting behavior … of this problem, forecasting methods are also introduced that operate directly on time series data, rather than an …

of multi-channel customer contact, organizational decision-makers often rely on robust but simplistic forecasting methods …. Although forecasting literature indicates that incorporating additional information into time series predictions adds value by … for call center arrivals' forecasting that is able to capture the dynamics of a time series and to include contextual …

This study was designed: (a) to investigate a simple neural-network solution to forecasting the special class of time … special class of linear time series and that the two-layered network can be a useful forecasting alternative to the widely …