Identifying promoter and enhancer sequences by graph convolutional networks

Samet Tenekeci, Selma Tekir

Abstract: Highlights•Multi-modal learning from sequence features and graph structure.•Improved predictive accuracy using interaction information.•Data and time-efficient training with semi-supervised learning.•State-of-the-art performance on enhancer and promoter prediction.