27 citations · 28 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders
Margaux Brégère, Ricardo J. Bessa
The implementation of efficient demand response (DR) programs for household electricity consumption would benefit from data-driven methods capable of simulating the impact of diffe…
A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting
Carla Gonçalves, Ricardo J. Bessa, Pierre Pinson
Cooperation between different data owners may lead to an improvement in forecast quality - for instance by benefiting from spatial-temporal dependencies in geographically distribut…