Comparing Swarm Intelligence Algorithms for Dimension Reduction in Machine Learning.
Gabriella KicskaAttila KissPublished in: Big Data Cogn. Comput. (2021)
Keyphrases
- swarm intelligence
- dimension reduction
- machine learning
- data mining and machine learning
- learning algorithm
- computational intelligence
- principal component analysis
- artificial bee colony
- ant colony optimization
- particle swarm optimization
- feature selection
- particle swarm optimization pso
- theoretical and empirical study
- honey bee
- high dimensional
- neural network
- low dimensional
- feature extraction
- social behavior
- evolutionary algorithm
- unsupervised learning
- singular value decomposition
- high dimensionality
- probabilistic model
- feature space
- optimization problems
- computer vision
- ant colonies
- dimensionality reduction
- swarm robotics