Cryptocurrency has recently attracted substantial interest from investors due to its underlying
philosophy of decentralization and transparency. Considering cryptocurrency's volatility and …

This paper constructs a new time series segmentation method using the financial
implications of the head-and-shoulders pattern (HS), effectively overcoming the limitations of …

There are not many real-time public mood tracking frameworks over social media streams at
present. Real-time public mood tracking over microblogs becomes necessary for further …

Time series forecasting is an essential technique used in various domains, with finance
being one of the primary users. There are several techniques for time series forecasting, with …

The Foreign Currency Exchange market (Forex) is the largest financial market in the world
with the highest daily trading volume. A highly volatile complex behavior is seen during the …

Portfolio optimization is a control problem whose objective is to find the optimal strategy for
the process of selecting the proportions of assets that can provide the maximum return …

Chart pattern analysis uses knowledge extracted from graphical information of price
movements. There are two representative types of problems in chart pattern analysis: the …

Bitcoin is the very first decentralized digital money in the entire world. Bitcoin is exceptionally
reliable since it uses a block chain instead of a service provider like a banking institution. As …

Finding stock chart patterns, like channels, triangles, head and shoulders, etc., in high-
dimensional stock data is arduous. Technical analysis experts can visualize these patterns …

The global financial ecosystem has evolved and matured along with the ever-changing
world economy that grew increasingly complicated due to globalisation. As traders are often …