Class-incremental Learning for Time Series: Benchmark and Evaluation

Zhongzheng Qiao, Quang Pham, Zhen Cao +4

Real-world environments are inherently non-stationary, frequently introducing new classes over time. This is especially common in time series classification, such as the emergence…