Active Sampling for Knowledge Discovery from Biomedical Data.
Sriharsha VeeramachaneniFrancesca DemichelisEmanuele OlivettiPaolo AvesaniPublished in: PKDD (2005)
Keyphrases
- biomedical data
- active sampling
- knowledge discovery
- data mining and knowledge discovery
- data mining technology
- knowledge driven
- active learning
- selective sampling
- data mining methods
- free form
- learning to rank
- data mining
- data mining techniques
- life sciences
- feature selection
- systems biology
- data reduction
- biological data
- association rules
- ranking functions
- multi source
- databases
- machine learning
- knowledge discovery and data mining
- text mining
- decision trees
- random sampling
- data visualization
- data mining tasks
- sampling methods
- data analysis
- information retrieval
- data mining algorithms
- learning algorithm
- learning environment
- web pages
- high throughput
- data mining applications
- training data