Application of kernel functions for accurate similarity search in large chemical databases.
Xiaohong WangJun HuanAaron M. SmalterGerald H. LushingtonPublished in: BMC Bioinform. (2010)
Keyphrases
- similarity search
- kernel function
- databases
- distance function
- high dimensional
- indexing techniques
- metric space
- high dimensional data
- similarity measure
- vector space
- support vector
- similarity queries
- multimedia databases
- similarity searching
- knn
- cross view
- efficient similarity search
- query processing
- feature space
- database
- machine learning
- kernel methods
- dimensionality reduction
- input space
- kernel learning
- locality sensitive hashing
- discriminant analysis
- principal component analysis
- support vector machine
- reproducing kernel hilbert space
- sequence databases
- database systems
- computer vision