Prototype Semantic Infrastructure for Automated Small Molecule Classification and Annotation in Lipidomics.
Leonid L. ChepelevAlexandre RiazanovAlexandre KouznetsovHong Sang LowMichel DumontierChristopher J. O. BakerPublished in: BMC Bioinform. (2011)
Keyphrases
- automated classification
- classification accuracy
- pattern recognition
- semantic annotation
- support vector machine svm
- image classification
- machine learning
- classification algorithm
- text classification
- feature space
- semantic indexing
- feature selection
- classification method
- small number
- training set
- classification scheme
- pattern classification
- decision trees
- training samples
- feature extraction
- domain specific
- knn
- preprocessing
- high level
- semantic web
- semantic information
- metadata
- information extraction
- domain ontology
- support vector machine
- semantic similarity
- classification models
- automatic classification
- support vector
- database