MAGCN: A Multiple Attention Graph Convolution Networks for Predicting Synthetic Lethality.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2022.3221736
Abstract: Synthetic lethality (SL) is a potential cancer therapeutic strategy and drug discovery. Computational approaches to identify synthetic lethality genes have become an effective complement to wet experiments which are time consuming and costly. Graph convolutional… read more here.
Keywords: synthetic lethality; multiple attention; attention graph; lethality ... See more keywords
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2021.3123979
Abstract: Speech emotion recognition (SER) aims to endow machines with the intelligence in perceiving latent affective components from speech. However, the existing works on deep-learning-based SER make it difficult to jointly consider time–frequency and sequential information… read more here.
Keywords: recurrent neural; attention; multiple attention; emotion recognition ... See more keywords