SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification.
Sayed HashimMuhammad AliKarthik NandakumarMohammad YaqubPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- database
- learning process
- data collection
- data analysis
- learning algorithm
- pattern recognition
- learning models
- background knowledge
- training samples
- supervised learning
- knowledge discovery
- data sources
- bayesian methods
- multiple types
- learning phase
- feature selection
- classification models
- incremental learning
- raw data
- learning tasks
- learned models
- missing data
- machine learning algorithms
- training examples
- data mining techniques
- support vector machine
- active learning
- feature space
- training data
- machine learning