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: LOD (2) (2022)
Keyphrases
- data integration
- feature selection
- data model
- data exchange
- data management
- data sources
- multi source
- databases
- data warehouse
- data sharing
- query answering
- data cleaning
- machine learning
- query decomposition
- biological databases
- heterogeneous data
- denoising
- unsupervised learning
- database integration
- data transformation
- text classification
- scientific data management
- data extraction
- schema matching
- restricted boltzmann machine
- schema mappings
- dimensionality reduction
- semi supervised
- heterogeneous data sources
- business intelligence
- query language
- microarray data
- high throughput
- information technology
- feature space
- case study
- global schema
- decision support
- water resources management