Compact cancer biomarkers discovery using a swarm intelligence feature selection algorithm.
Emmanuel MartinezMario Moises AlvarezVictor TrevinoPublished in: Comput. Biol. Chem. (2010)
Keyphrases
- swarm intelligence
- feature selection algorithms
- breast cancer
- feature selection
- ovarian cancer
- particle swarm optimization
- gene expression profiles
- computational intelligence
- ant colony optimization
- data sets
- early detection
- evolutionary computation
- theoretical and empirical study
- particle swarm optimization pso
- feature set
- social behavior
- social insects
- selection algorithm
- ant colonies
- gene selection
- feature subset
- collective behavior
- neural network
- swarm optimization
- cancer diagnosis
- learning models
- differential evolution
- swarm robotics
- genetic algorithm ga
- foraging behavior
- gene expression
- classification accuracy
- similarity measure
- semi supervised
- data mining