Attention mechanism in deep learning

In this paper, a miRNA-Disease association prediction model (called TP-MDA) based on tree path global feature extraction and fully connected artificial neural network (FANN) with multi-head self-attention mechanism is proposed.

18p vikoch 27-06-2024 2 1   Download

Domain Generation Algorithm (DGA) is the group of algorithms that generate domain names for attack activities in botnets. In this paper, we present a Bi-LSTM deep learning model based on Attention mechanism to detect DGA-generated domains.

12p vineville 08-02-2023 6 2   Download

Dynamic prediction of patient mortality risk in the ICU with time series data is limited due to high dimensionality, uncertainty in sampling intervals, and other issues. A new deep learning method, temporal convolution network (TCN), makes it possible to deal with complex clinical time series data in ICU.

11p viisaacnewton 26-04-2022 12 1   Download

The Bacteria Biotope (BB) task is a biomedical relation extraction (RE) that aims to study the interaction between bacteria and their locations. This task is considered to pertain to fundamental knowledge in applied microbiology.

17p vicolorado2711 23-10-2020 23 1   Download