Fuzzy ARTMAP Prediction of Biological Activities for Potential HIV-1 Protease Inhibitors Using a Small Molecular Data Set.
Razvan AndonieLevente Fabry-AsztalosChristopher B. Abdul-WahidSarah Abdul-WahidGrant I. BarkerLukas MagillPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- hiv protease
- fuzzy artmap
- coarse grained
- data sets
- human immunodeficiency virus
- protein protein interactions
- hiv pr
- incremental learning
- fine grained
- sequence analysis
- linear support vector machines
- neural network
- biological data
- encoding schemes
- drug resistance
- high throughput
- protein sequences
- prediction model
- test set
- training data
- feature selection