Using Non-Zero Dimensions and Lengths of Vectors for the Tanimoto Similarity Search among Real Valued Vectors.
Marzena KryszkiewiczPublished in: ACIIDS (1) (2014)
Keyphrases
- real valued
- similarity search
- vector space
- metric space
- high dimensional
- binary vectors
- similarity measure
- distance function
- complex valued
- indexing techniques
- knn
- high dimensional data
- similarity searching
- real valued data
- query processing
- feature vectors
- efficient similarity search
- data sets
- ranking functions
- machine learning
- hash functions
- symbolic representation
- searching in metric spaces
- triangle inequality
- approximate similarity search
- cross view
- similarity queries
- binary codes
- latent variables
- distance measure
- nearest neighbor
- knowledge discovery
- training set
- information retrieval