Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes.

Fri, 01 Aug 2025 01:00:00 +0200

Ziyi Yang, Kai Wang , Xiaofeng Yuan , Yalin Wang , Chunhua Yang , Weihua Gui , Lingjian Ye , Feifan Shen :
Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes. IEEE Trans. Ind. Informatics 21(8): 5811-5821 (2025)