Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned.
Karthik Ganesan PillaiLiessman SturlaugsonJuan M. BandaRafal A. AngrykPublished in: BNCOD (2013)
Keyphrases
- lessons learned
- indexing techniques
- similarity search
- high dimensional
- metric space
- indexing scheme
- future directions
- advanced database systems
- case study
- index structure
- multiresolution
- high dimensional data
- databases
- indexing method
- low dimensional
- distance function
- nearest neighbor
- range queries
- indexing structure
- locality sensitive hashing
- query processing
- dimensionality reduction
- vector space
- r tree
- multi dimensional
- similarity measure
- inverted lists
- design science
- knn
- participatory design
- feature space
- b tree
- data points
- face recognition
- approximate string matching