I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools.
Marwan HassaniPascal SpausAlfredo CuzzocreaThomas SeidlPublished in: CCGrid (2016)
Keyphrases
- big data
- hierarchical clustering
- analytic tools
- clustering method
- clustering algorithm
- big data analytics
- k means
- data analytics
- data management
- cloud computing
- data processing
- social media
- data analysis
- data stores
- business intelligence
- vast amounts of data
- unstructured data
- business analytics
- data science
- single linkage
- data warehousing
- graph mining
- hierarchical clustering algorithms
- data sets
- data streams
- hierarchical clustering methods
- hierarchical clustering algorithm
- decision making
- agglomerative clustering
- commodity hardware
- knowledge discovery
- data warehouse
- machine learning
- relational databases
- database
- decision support
- data integration
- predictive modeling
- structured data
- subspace clustering