Reinforcing the Decision-making Process in Chemometrics: Feature Selection and Algorithm Optimization.
Samer Muthana SarsamPublished in: ICSCA (2019)
Keyphrases
- feature selection
- optimization algorithm
- dynamic programming
- preprocessing
- optimization process
- experimental evaluation
- significant improvement
- cost function
- objective function
- detection algorithm
- clustering method
- times faster
- k means
- computational complexity
- stochastic gradient
- constrained optimization
- improved algorithm
- optimization model
- classification algorithm
- optimization problems
- particle swarm optimization
- learning algorithm
- simulated annealing
- high accuracy
- worst case
- probabilistic model
- expectation maximization
- support vector machine svm
- ant colony optimization
- dimensionality reduction
- convergence rate
- evolutionary algorithm
- search space
- irrelevant features
- similarity measure
- support vector classification