2022
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
2021
Demand Forecasting in Supply Chains- Aggregation and Hierarchical Approaches
This seminar provides an overview of the research dealing with aggregation and hierarchical forecasting
Forecasting for Social Good
I provide a summary of Forecasting for Social Good initiatives, I elaborate on what is forecasting for social good, and what attributes makes a forecasting process FGSG.
Value of Forecasting in Healthcare Planning
The goal of this study is to investigate the link between forecast accuracy performance and operational staffing/planning in healthcare planning. Moreover, we examine the use probabilistic forecast and its impact on planning performance
Forecasting for Social Good
I provide a summary of Forecasting for Social Good initiatives, I elaborate on what is forecasting for social good, and what attributes makes a forecasting process FGSG.
Value of Forecasting in Healthcare Planning
The goal of this study is to investigate the link between forecast accuracy performance and operational staffing/planning in at Accident and Emergency department.
2020
Forecasting with Multiple Seasonality
We will be running a webinar on ‘Forecasting with Multiple Seasonality’. We cover various forecasting models using A&E data.
Forecasting COVID19 daily cases using phone call data
We will be running a webinar on ‘Forecasting with Multiple Seasonality’. We cover various forecasting models using A&E data.
