A Method of Improving the Efficiency of Mining Sub-structures in Molecular Structure Databases.
Haibo LiYuanzhen WangKevin LüPublished in: BNCOD (2007)
Keyphrases
- databases
- molecular structure
- significant improvement
- preprocessing
- fully automatic
- high precision
- cost function
- experimental evaluation
- highly efficient
- computational efficiency
- segmentation method
- synthetic data
- detection method
- optimization algorithm
- high accuracy
- database
- optimization method
- relational databases
- high efficiency
- denoising
- particle filter
- support vector machine
- classification accuracy
- probabilistic model
- computational cost
- neural network
- data sets