Range-Based Clustering Supporting Similarity Search in Big Data.
Trong Nhan PhanMarkus JägerStefan NadschlägerJosef KüngPublished in: DEXA Workshops (2015)
Keyphrases
- similarity search
- big data
- streaming time series
- high dimensional data
- metric space
- data analysis
- distance function
- high dimensional
- data management
- data processing
- similarity measure
- query processing
- cloud computing
- social media
- similarity searching
- multimedia databases
- multidimensional data
- big data analytics
- business intelligence
- distance computation
- distance calculation
- knn
- efficient similarity search
- knowledge discovery
- cross view
- similarity queries
- data warehousing
- indexing techniques
- locality sensitive hashing
- data points
- data sets
- nearest neighbor
- data science
- metric access methods
- r tree
- decision support
- high dimensional feature vectors
- database systems
- hash functions
- information processing
- approximate similarity search