PREDAC-CNN: predicting antigenic clusters of seasonal influenza A viruses with convolutional neural network.
Jing MengJingze LiuWenkai SongHonglei LiJiangyuan WangLe ZhangYousong PengAiping WuTaijiao JiangPublished in: Briefings Bioinform. (2024)
Keyphrases
- convolutional neural network
- influenza virus
- face detection
- binding sites
- sequence data
- clustering algorithm
- secondary structure
- neural network
- short term
- hierarchical clustering
- fuzzy clustering
- data clustering
- support vector machine
- unsupervised clustering
- arbitrary shape
- data points
- computer vision
- virus detection
- image segmentation
- overlapping clusters
- training data
- training set
- detection method
- computational methods
- protein sequences
- dna sequences
- fuzzy c means
- multi class
- hierarchical structure