A fast DBSCAN algorithm using a bi-directional HNSW index structure for big data.
Shaoyuan WengZongwen FanJin GouPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- bi directional
- big data
- index structure
- multi dimensional
- data management
- query processing
- r tree
- nearest neighbor
- data structure
- database management systems
- range queries
- cloud computing
- main memory
- big data analytics
- data analysis
- data processing
- database systems
- social media
- indexing techniques
- b tree
- data science
- multidimensional index structures
- data warehousing
- vast amounts of data
- unstructured data
- indexing structure
- tree structure
- business intelligence
- knowledge discovery
- multidimensional indexing
- associative memory
- inverted index
- feature selection
- massive datasets