Surangika Ranathunga

Forecasting commencing enrolments under data sparsity: a zero-shot time series foundation models framework for higher education planning

Effective resource allocation in higher education depends on reliable enrolment forecasts, yet institutional planners frequently face data series disrupted by structural shifts. This paper investigates whether zero-shot Time Series Foundation Models (TSFMs) can provide rigorous d...