Nature Inspired Instance Selection Techniques for Support Vector Machine Speed Optimization.
Andronicus Ayobami AkinyeluAbsalom E. EzugwuPublished in: IEEE Access (2019)
Keyphrases
- instance selection
- nature inspired
- support vector machine
- multi class
- swarm intelligence
- metaheuristic
- ant colony optimization
- optimization algorithm
- nearest neighbor
- portfolio management
- traveling salesman problem
- optimization problems
- ant colony optimization algorithm
- text classification
- data reduction
- support vector
- training data
- multiple instance learning
- pso algorithm
- supervised learning
- web intelligence
- learning algorithm
- feature selection
- knowledge discovery and data mining
- particle swarm optimization
- global optimization
- pairwise
- classification accuracy
- databases
- data analysis
- feature vectors
- active learning
- optimal solution