Multi-Omic Data Integration and Feature Selection for Survival-based Patient Stratification via Supervised Concrete Autoencoders.
Pedro Henrique da Costa AvelarRoman LaddachSophia KaragiannisMin WuSophia TsokaPublished in: CoRR (2022)
Keyphrases
- data integration
- feature selection
- data model
- data sources
- data exchange
- databases
- data management
- multi source
- biological databases
- data cleaning
- data warehouse
- query answering
- heterogeneous data
- denoising
- data transformation
- data extraction
- schema mappings
- data sharing
- machine learning
- business intelligence
- unsupervised learning
- text classification
- information integration
- biological data
- query decomposition
- data integration systems
- database integration
- scientific data management
- water resources management
- heterogeneous data sources
- semi supervised
- feature space
- restricted boltzmann machine
- microarray data
- database systems
- real world