Análise da Qualidade de Diferentes Métricas para Agrupamento de Dados Utilizando Algoritmo Bio-Inspirado e Arquitetura MapReduce [Quality Analysis of Different Metrics for Data Clustering Using Bio-Inspired Algorithm and MapReduce Architecture].
Sandro R. L. MenezesRafael Stubs ParpinelliPublished in: SBSI (2016)
Keyphrases
- data clustering
- bio inspired
- k means
- learning algorithm
- probabilistic model
- hierarchical clustering
- spectral clustering
- unsupervised learning
- cost function
- search space
- data analysis
- pattern recognition
- optimal solution
- similarity measure
- clustering algorithm
- synthetic datasets
- hardware implementation
- clustering quality
- data sets
- rough k means
- clustering method
- expectation maximization
- active learning
- data mining
- neural network