Application of Kernel Functions for Accurate Similarity Search in Large Chemical Databases.
Xiaohong WangJun HuanAaron M. SmalterGerald H. LushingtonPublished in: BIBM (2009)
Keyphrases
- similarity search
- kernel function
- databases
- high dimensional
- distance function
- indexing techniques
- metric space
- multimedia databases
- similarity measure
- kernel methods
- query processing
- database
- vector space
- similarity searching
- support vector machine
- feature space
- database systems
- input space
- efficient similarity search
- cross view
- high dimensional data
- nearest neighbor
- knn
- support vector
- image processing
- low dimensional
- classification accuracy
- training set
- hash functions
- locality sensitive hashing
- data mining
- neural network