Solving k-center Clustering (with Outliers) in MapReduce and Streaming, almost as Accurately as Sequentially.
Matteo CeccarelloAndrea PietracaprinaGeppino PucciPublished in: Proc. VLDB Endow. (2019)
Keyphrases
- outlier detection
- data points
- clustering algorithm
- clustering method
- k means
- data streams
- data clustering
- data sets
- stream processing
- unsupervised learning
- data partitioning
- cluster analysis
- categorical data
- cluster structure
- robust statistics
- arbitrary shape
- cluster centers
- parallel computing
- distributed computing
- fuzzy clustering
- similarity function
- spectral clustering
- document clustering
- knowledge discovery
- search algorithm
- data mining