Forecasting and data mining

  • Artificial Neural Networks
  • Support Vector Machine
  • Multivariate Adaptive Regression Splines
  • Chi-square Automatic Interaction Detector
  • Classification And Regression Tree
  • Random forest
  • Parametric forecasting (i.a. regression models, ARIMA, TBATS, Syntetos-Boylan method, SES, MA)
  • Spare parts demand forecasting
  • Hybrid forecasting models