Bohdan Uhrynovskyi

Software Failures Forecasting by Holt - Winters, ARIMA and NNAR Methods

2019 · 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)

This paper describes the results of software failures prediction using regression (Auto-Regressive Integrated Moving Average, ARIMA), smoothing (Holt - Winters) and neural networks (Neural Network Auto-Regressive, NNAR) models. GitHub service was used as a data …