Finding Clusters and Patterns in Big Data Applications: State-of-the-Art Methods in Clustering Environments.
Kehan ZhangZhenglin WangLei LiuPublished in: ICCDA (2021)
Keyphrases
- big data
- clustering algorithm
- hierarchical clustering
- overlapping clusters
- cluster analysis
- multiple data streams
- data clustering
- clustering approaches
- data analysis
- cloud computing
- fuzzy clustering
- k means
- document clustering
- social media
- clustering method
- data points
- arbitrary shape
- data processing
- big data analytics
- self organizing maps
- data management
- vast amounts of data
- subspace clustering
- high volume
- business intelligence
- real world
- cluster centers
- disjoint clusters
- knowledge discovery
- data science
- intra cluster
- data mining techniques
- data analytics
- clustering quality
- machine learning
- predictive modeling
- massive data
- information systems
- data mining
- social computing
- decision making
- metadata
- association rules
- user interface
- information processing
- databases