The emergence and growing popularity of Bitcoins have attracted the attention of the financial world. However, few empirical studies have considered the inclusion of the newly emerged commodity asset in the global commodity market. It is of great importance for investors and policymakers to take...

Although Bitcoin has attracted significant attention from investors and policy makers, the empirical works in the Bitcoin forecasting and trading support systems are still at an early stage. This study proposes a novel data decomposition based hybrid bidirectional deep learning model, namely...

In recent years, Bitcoin has received substantial attention as potentially high-earning investment. However, its volatile price movement exhibits great financial risks. Therefore, how to accurately predict and capture changing trends in the Bitcoin market is of substantial importance to...