Research on the Use of Machine Learning Methods for Forecasting Time Series when Making Management Decisions in IT Projects Under Martial Law.
Andrii FesenkoOleksandr ToroshankoYurii ShcheblaninAndrii FesenkoInna MykhalchukMykola PyrohPublished in: IT&I (2023)
Keyphrases
- weather forecasting
- forecasting accuracy
- decision making
- demand forecasting
- project management
- financial time series
- short term
- box jenkins
- exponential smoothing
- management system
- decision makers
- information management
- support vector regression
- arma model
- knowledge management
- moving average
- information systems
- management practices
- data processing
- multivariate time series
- hybrid model
- legal reasoning
- project managers
- cost benefit analysis
- software development
- chaotic time series
- management tools
- data management
- mackey glass
- case study
- dynamic time warping
- development projects
- long term
- arima model
- information management systems
- health care
- chronic hepatitis
- exchange rate