Forecasting, production planning, and control
A comparative study of demand forecasting based on machine learning methods with time series approach

Akbar Abbaspour Ghadim Bonab

Volume 9, Issue 3 , July 2022, , Pages 331-353

  Demand forecasting can have a significant impact on reducing and controlling companies' costs, as well as increasing their productivity and competitiveness. But to achieve this, accuracy in demand forecasting is very important. On this point, in the present study, an attempt has been made to analyze ...  Read More

Data mining
A hybrid model for predicting bitcoin price using machine learning and metaheuristic algorithms

Aboosaleh Mohammad Sharifi; Kaveh Khalili Damghani; Farshid Abdi; Soheila Sardar

Volume 9, Issue 1 , March 2022, , Pages 134-150

  Cryptocurrencies are considered as new financial and economic tools having special and innovative features, among which Bitcoin is the most popular. The contribution of the Bitcoin market continues to grow due to the special nature of Bitcoin. The investors' attention to Bitcoin has increased significantly ...  Read More