Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering.
Julia HandlJoshua D. KnowlesPublished in: EMO (2005)
Keyphrases
- data clustering
- multiple objectives
- trade off
- multi objective
- conflicting objectives
- multi objective optimization
- unsupervised learning
- cluster analysis
- spectral clustering
- pareto optimal
- clustering algorithm
- deterministic annealing
- multi objective genetic algorithm
- knapsack problem
- evolutionary algorithm
- k means
- unsupervised feature selection
- exploratory data analysis
- machine learning
- objective function
- optimization algorithm
- particle swarm optimization
- global optimization
- data mining
- text mining
- association rules
- computational complexity
- bayesian networks
- cutting stock problems