Solving k-center Clustering (with Outliers) in MapReduce and Streaming, almost as Accurately as Sequentially.
Matteo CeccarelloAndrea PietracaprinaGeppino PucciPublished in: CoRR (2018)
Keyphrases
- outlier detection
- data points
- data clustering
- clustering algorithm
- k means
- clustering method
- data streams
- real time
- graph theoretic
- data partitioning
- cluster analysis
- unsupervised learning
- combinatorial optimization
- categorical data
- data sets
- stream processing
- data mining
- multimedia
- spectral clustering
- hierarchical clustering
- arbitrary shape
- streaming data
- distributed computing
- parallel processing
- anomaly detection
- similarity measure
- information theoretic
- high dimensional data
- cloud computing