It can be highly beneficial for companies to develop a forecast of the future values of some important metrics, such as demand for its product or variables that describe the economic climate. There ...

With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...

Widely used methods of automated forecasting for production and inventory control contribute to the severity of recessions. We describe an approach to forecasting that should reduce the damage caused ...

The coronavirus disease 2019 (COVID-19) pandemic is caused by the outbreak of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The current pandemic has shown the importance of ...