Rocchio algorithm-based particle initialization mechanism for effective PSO classification of high dimensional data.
Anwar Ali YahyaAddin OsmanMohammad Said El BashirPublished in: Swarm Evol. Comput. (2017)
Keyphrases
- high dimensional data
- classification algorithm
- optimization algorithm
- learning algorithm
- subspace clustering
- particle swarm optimization
- dimensionality reduction
- k means
- particle swarm optimization algorithm
- support vector machine svm
- detection algorithm
- knn
- inertia weight
- input data
- text classification
- high dimensional
- dimension reduction
- high dimensionality
- locally linear embedding
- data sets
- regression problems
- low dimensional
- dimensional data
- dimensionality reduction methods
- support vector
- variable weighting
- particle swarm optimization pso
- decision trees
- clustering method
- pattern recognition
- feature vectors
- multi objective