A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) data.
Walker H. Land Jr.Xingye QiaoDan MargolisRonald GottliebPublished in: Complex Adaptive Systems (2011)
Keyphrases
- survival analysis
- regression model
- evolutionary programming
- support vector regression
- breast cancer
- data mining methods
- artificial immune system
- machine learning
- evolutionary strategy
- survival data
- computational intelligence
- genetic programming
- particle swarm optimization
- multi objective
- logistic regression
- evolutionary computation
- evolutionary algorithm
- predictive modeling
- training data
- evolutionary computing
- kaplan meier
- neural network
- differential evolution
- data mining techniques
- fuzzy logic
- support vector machine
- search algorithm
- decision making
- data mining