“look at the price forecasting process

Forecasting prices in financial markets allows investors to look at their trades with an open and strategic perspective. This process is critical not only for short-term decisions but also for long-term planning. Several factors such as political, economic and even global events can affect prices in financial markets. For example, elections, sanctions and changes in government policies can cause price fluctuations. Accurate price forecasting can help reduce financial risks. By better understanding market trends, investors can avoid potential losses and increase their profitability. Forecasting prices allows companies and investors to make strategic decisions. This includes decisions such as setting budgets, planning for hiring, and developing new products. With technological advancements, new tools for forecasting prices have become available. The use of advanced algorithms and big data analysis allows investors to make more accurate predictions and use market fluctuations to their advantage.

Because of its dynamic and non-linear nature, accurately predicting stock prices is challenging and complex. However, studies in this field suggest that stock prices may be predicted with some degree of accuracy. The scheme presents a stock price prediction model using mathematics, physics and deep learning. First, the data were visualized using a Möbius transformation from Cartesian space to complex space. Then, preliminary experiments using random forest architecture and short-term memory (LSTM) were performed on gold (XAUUSD) and bitcoin (BTC) data imported from Binance (from 2015 to 2024) for price prediction. The results of the experiments show the effectiveness of applying the Mobius transformation to the data.

NovoXpert  Company has designed the NovoXpert bot to predict the price of different financial markets while achieving efficient results based on the application of Mobius transformation on the tested data. NovoXpert bot can help investors to take advantage of opportunities and minimize risks while having a strong forecasting strategy.

After preparing the prototype and laboratory sample and making the necessary modifications on the NovoXpert bot, planning and feasibility studies are done to have a quality platform. The implementation of the platform requires the adoption of appropriate strategy and action to make it available to the public and requires the use of specialist forces.”