How Do 2D Fingerprints Detect Structurally Diverse Active Compounds? Revealing Compound Subset-Specific Fingerprint Features through Systematic Selection.
Kathrin HeikampJürgen BajorathPublished in: J. Chem. Inf. Model. (2011)
Keyphrases
- fingerprint images
- fingerprint matching
- specific features
- feature extraction
- feature set
- high level
- low level
- minutiae extraction
- rich set
- domain specific
- detection method
- real world
- co occurrence
- detection algorithm
- feature subset
- feature vectors
- high quality
- fingerprint verification
- image features
- classification accuracy
- selection criteria
- multiscale
- singular points
- biometric data