lib. nbt. edu. cn 标题:Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process
Attention-Based Interval Aided Networks for Data Modeling of . . . To this end, attention-based interval-aided networks (AIA-Net) are proposed in this article to adaptively model the temporal information for heterogeneous sampling sequences with missing values in the processes industry
Gaussian-based Interval-Aware Transformer With Interval Embedding for . . . A Gaussian-based interval-aware transformer (GIA-Trans) with interval embedding with Gaussian-based time-aware attention is proposed to tackle the changeable time intervals with adaptive weights to model industrial data with irregular sampling frequency