An approach to validity indices for clustering techniques in Big Data.
José María Luna-RomeraJorge García-GutiérrezMaría Martínez-BallesterosJosé Cristóbal Riquelme SantosPublished in: Prog. Artif. Intell. (2018)
Keyphrases
- big data
- validity indices
- data sets
- k means
- validity index
- cluster validity index
- data analysis
- cloud computing
- clustering algorithm
- social media
- big data analytics
- vast amounts of data
- clustering validity
- fuzzy clustering
- data clustering
- knowledge discovery
- clustering method
- clustering result
- business intelligence
- spectral clustering
- data science
- unstructured data
- cluster analysis
- data processing
- data management
- massive datasets
- data mining
- data warehousing
- artificial intelligence
- unsupervised learning
- rough sets
- pairwise
- image segmentation
- case study
- information systems
- data driven decision making