Parallelizing Active Memory Ants with MapReduce for Clustering Financial Time Series Data.
Ying Ying LiuParimala ThulasiramanRuppa K. ThulasiramPublished in: BDCloud-SocialCom-SustainCom (2016)
Keyphrases
- parallel processing
- data partitioning
- clustering method
- clustering algorithm
- k means
- data points
- decision making
- ant based clustering
- metaheuristic
- swarm intelligence
- spectral clustering
- hierarchical clustering
- categorical data
- cluster analysis
- document clustering
- multi variate
- high dimensional
- ant colony
- memory usage
- social networks
- cloud computing
- streaming time series
- data mining tasks
- unsupervised learning
- main memory
- outlier detection