Imputation for transcription factor binding predictions based on deep learning.
Qian QinJianxing FengPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- deep learning
- dna binding
- transcription factors
- binding sites
- chip seq
- transcription factor binding sites
- genome wide
- unsupervised learning
- machine learning
- missing data
- dna sequences
- gene expression
- computational biology
- microarray
- mental models
- component analysis
- weakly supervised
- high throughput
- co occurrence
- biclustering algorithms
- data sets
- computer vision
- feature extraction
- pattern recognition
- statistical significance
- statistically significant