MTTFsite: cross-cell type TF binding site prediction by using multi-task learning.
Jiyun ZhouQin LuLin GuiRuifeng XuYunfei LongHongpeng WangPublished in: Bioinform. (2019)
Keyphrases
- multi task learning
- binding sites
- multi task
- transcription factors
- multiple tasks
- multitask learning
- learning tasks
- gaussian processes
- protein interaction
- theoretical analysis
- high order
- learning problems
- co occurrence
- dna sequences
- statistical significance
- learning models
- gene expression
- sequence data
- transfer learning
- genome wide
- multi class
- feature selection
- data mining
- microarray
- machine learning algorithms
- regulatory networks
- pairwise