A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysis.
Dan MargolisWalker H. Land Jr.Ronald GottliebXingye QiaoPublished in: Complex Adaptive Systems (2011)
Keyphrases
- statistical learning theory
- survival analysis
- machine learning
- complex adaptive systems
- survival data
- statistical learning
- regression model
- theoretical framework
- breast cancer
- complex systems
- kernel machines
- learning problems
- support vector machine
- data mining methods
- vc dimension
- multi agent systems
- knowledge management
- predictive modeling
- computational intelligence
- inductive inference
- supervised classification
- logistic regression
- active learning
- data mining
- data mining techniques
- evolutionary computation
- learning algorithm
- neural network
- natural language processing
- upper bound
- data analysis
- decision trees
- genetic algorithm