Improving the Efficiency of a Clustering Genetic Algorithm.
Eduardo R. HruschkaRicardo J. G. B. CampelloLeandro Nunes de CastroPublished in: IBERAMIA (2004)
Keyphrases
- genetic algorithm
- clustering algorithm
- k means
- information theoretic
- artificial neural networks
- clustering method
- data sets
- hierarchical clustering
- data points
- high dimensional data
- neural network
- data mining tasks
- categorical data
- computational efficiency
- distance metric
- self organizing maps
- anomaly detection
- fuzzy logic
- case study
- fitness function
- high dimensional
- pairwise
- data objects
- dissimilarity measure
- high efficiency
- web pages
- search engine
- clustering approaches