Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection.
Jiarui ZhouZhen JiZexuan ZhuShan HePublished in: CEC (2016)
Keyphrases
- memetic algorithm
- feature selection
- mutual information
- biomarker discovery
- mass spectrometry
- mass spectrometry data
- tabu search
- high throughput
- combinatorial optimization
- feature set
- genetic algorithm
- vehicle routing problem
- machine learning
- feature extraction
- crossover operator
- high dimensionality
- feature subset
- evolutionary computation
- early detection
- dimensionality reduction
- cancer classification
- microarray data
- rule learning
- simulated annealing
- pattern classification
- feature space
- data sets
- similarity measure
- metaheuristic