Youngdoo Son

Adaptive Time Encoding for Irregular Multivariate Time-Series Classification

Time series are often irregularly sampled with uneven time intervals. In multivariate cases, such irregularities may lead to misaligned observations across variables and varying observation counts, making it difficult to extract intrinsic patterns and degrading the classification performance of deep…