Purpose – The Coronavirus (COVID-19) is one of the major pandemic diseases caused by a newly discovered virus that has been directly affecting the human respiratory system. Because of the gradually increasing magnitudeof ...

Purpose – Making decisions in finance have been regarded as one of the biggest challenges in the modern economy today; especially, analysing and forecasting unstable data patterns with limited sample observations under the ...

Purpose – The time series forecasting is an essential methodology which can be used for analysing time series data in order to extract meaningful statistics based on the information obtained from past and present. These ...

Purpose – The time series analysis is an essential methodology which comprises the tools for analyzing the time series data to identify the meaningful characteristics for making future ad-judgments. The purpose of this ...

Generally, stock prices are chaotic and show both linear and nonlinear behaviors. As a result, the ability of forecasting is notoriously problematic, and represents a major challenge with traditional time series mechanisms; ...

Sentiment Analysis is an innovative development in machine learning with the use of natural language processing techniques to derive emotions as positive, negative, neutral from public opinions in information. The main ...