DeepCAC: a deep learning approach on DNA transcription factors classification based on multi-head self-attention and concatenate convolutional neural network.
Jidong ZhangBo LiuJiahui WuZhihan WangJianqiang LiPublished in: BMC Bioinform. (2023)
Keyphrases
- deep learning
- convolutional neural network
- binding sites
- dna sequences
- transcription factors
- unsupervised learning
- machine learning
- face detection
- pattern recognition
- transcription factor binding sites
- support vector
- feature vectors
- feature space
- supervised learning
- image classification
- genome wide
- feature extraction
- dna binding
- regulatory elements
- gene expression
- model selection
- support vector machine
- feature selection
- maximum likelihood
- data analysis
- computer vision
- data mining