Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree.
Rami IbrahimM. Omair ShafiqPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- quadtree
- massive data
- clustering algorithm
- clustering method
- k means
- multiresolution
- density based clustering
- data clustering
- density based clustering algorithm
- data structure
- data mining applications
- instance level constraints
- binary tree
- spatial clustering
- image representation
- tree structure
- big data
- massive datasets
- fractal image compression
- spatial objects
- medical images
- multiresolution representation
- database
- wavelet transform
- quad trees
- arbitrary shape
- multi dimensional
- management system
- end users
- case study
- decision trees
- metadata