43 citations · 73 across the 13 of their papers we have counts for
5 papers · 1 filter
tsdataleaks: An R Package to Detect Potential Data Leaks in Forecasting Competitions
Thiyanga S. Talagala
Forecasting competitions are of increasing importance as a means to learn best practices and gain knowledge. Data leakage is one of the most common issues that can often be found i…
Interactive Dashboard to Monitor the COVID-19 Outbreak and Vaccine Administration
Thiyanga S. Talagala, Randi Shashikala
Dashboards are the most common visualization method for displaying COVID-19 data and informing the public. We examined 15 different dashboards to see how various visualization tech…
Hierarchical Forecasting of Dengue Incidence in Sri Lanka
L. S. Madushani, Thiyanga S. Talagala
The recurrent thread of dengue incidence in Sri Lanka is still abundant and it creates a huge burden to the country. Hence, the National Dengue Control Unit of Sri Lanka propose a…
Forecasting: theory and practice
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos +77
Forecasting has always been at the forefront of decision making and planning. The uncertainty that surrounds the future is both exciting and challenging, with individuals and organ…
FFORMPP: Feature-based forecast model performance prediction
Thiyanga S. Talagala, Feng Li, Yanfei Kang
This paper introduces a novel meta-learning algorithm for time series forecast model performance prediction. We model the forecast error as a function of time series features calcu…