Deep-joint-learning analysis model of single cell transcriptome and open chromatin accessibility data.
Chunman ZuoLuonan ChenPublished in: Briefings Bioinform. (2021)
Keyphrases
- prior knowledge
- learning models
- experimental data
- data analysis
- simulation data
- empirical data
- computational model
- statistical analysis
- input data
- data sets
- accurate models
- learned models
- probability distribution
- high level
- sensory data
- test data
- data collection
- active learning
- data points
- reinforcement learning
- background knowledge
- measured data
- learning tasks
- learning algorithm
- online learning
- database
- training data
- decision trees
- learning scheme
- hidden variables
- data mining
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- data sources
- spatial data
- bayesian networks
- learning process
- probabilistic model
- bayesian methods
- high dimensional data
- knowledge discovery