NightShift: NMR Shift Inference by General Hybrid Model Training - a Framework for NMR Chemical Shift Prediction.
Anna Katharina DehofSimon LoewHans-Peter LenhofAndreas HildebrandtPublished in: BMC Bioinform. (2013)
Keyphrases
- hybrid model
- prediction accuracy
- inference process
- artificial neural networks
- special case
- protein structure
- prediction model
- back propagation neural network
- nuclear magnetic resonance
- support vector machine
- graphical models
- support vector regression
- dynamic bayesian networks
- training speed
- forecasting accuracy
- conditional density estimation