seminar

My research projects with organisations

This presentation summarise my projects with organisations that involve forecasting, machine learning and modeling.

On time series features and forecasting by temporal aggregation

We discuss the perfromance of temporal aggregation approaches and examine the association between the original time series features and the performance of temporal aggregation approaches using machine learning

On performance of temporal aggregation in time series forecasting

We discuss the perfromance of temporal aggregation approaches. We assess the forecast combination of temporal aggregation and investigate how temporal aggregation affects time series features. We examine the association between the original time series features and the performance of approaches using machine learning

Demand Forecasting in Supply Chains- Aggregation and Hierarchical Approaches

This seminar provides an overview of the research dealing with aggregation and hierarchical forecasting