Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets.
Ravi MathurJ. David SchafferWalker H. Land Jr.John J. HeineSteven EschrichTimothy YeatmanPublished in: Complex Adaptive Systems (2011)
Keyphrases
- evolutionary computation
- cluster analysis
- evolutionary algorithm
- genetic programming
- computational intelligence
- categorical data
- machine learning and data mining
- genetic algorithm
- fitness function
- clustering method
- k means
- clustering algorithm
- factor analysis
- swarm intelligence
- fuzzy logic
- hierarchical latent class models
- data mining
- data analysis
- unsupervised learning
- data mining techniques
- fuzzy clustering
- evolutionary approaches
- fuzzy c means
- cluster validity
- nature inspired algorithms
- expert systems
- reinforcement learning
- databases
- fitness landscape
- data sets