Mikhail Yu. Mikheyev

A CROSS-TEMPORAL METHOD FOR FUSING HETEROGENEOUS STREAMING DATA VIA A MODIFIED ATTENTION MECHANISM WITH REAL TIME-GAP MODELING

Background. Monitoring systems generate heterogeneous data that arrive at different times. Some methods assume that regular timing or merge signals only at the end can mix up past signals with current events and miss short bursts. The authors of the work conducted a study to make the fusion process time-aware and reduc...