Davide Dalle Pezze

TypiCore: A Hybrid Active Query Strategy for Class-Incremental Learning on Time Series

TypiCore is proposed, a novel hybrid query strategy that alternates between typicality-based and diversity-based sample selection across active learning cycles, enabling the construction of memory buffers that are both representative and diverse.