Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Stratify: Unifying Multi-Step Forecasting Strategies
Riku Green, Grant Stevens, Zahraa Abdallah +1
A key aspect of temporal domains is the ability to make predictions multiple time steps into the future, a process known as multi-step forecasting (MSF). At the core of this proces…
cs.LG2024
Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting
Riku Green, Grant Stevens, Telmo de Menezes e Silva Filho +1
Multi-step forecasting (MSF) in time-series, the ability to make predictions multiple time steps into the future, is fundamental to almost all temporal domains. To make such foreca…