SMILE: mutual information learning for integration of single-cell omics data.
Yang XuPriyojit DasRachel Patton McCordPublished in: Bioinform. (2022)
Keyphrases
- mutual information
- data sets
- data collection
- original data
- synthetic data
- learning systems
- data analysis
- information theoretic
- learning process
- prior knowledge
- image registration
- data sources
- database
- data processing
- knowledge discovery
- raw data
- high quality
- data mining techniques
- human experts
- data distribution
- sensor data
- data quality
- learning models
- online learning
- learning algorithm
- supervised learning
- data structure
- training data
- image processing
- knowledge acquisition
- computer systems
- unsupervised learning
- databases
- small number
- relational databases
- computer vision