Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification.
Yumeng ZhangJanosch MenkeJiazhen HeEva NittingerChristian TyrchanOliver KochHongtao ZhaoPublished in: J. Cheminformatics (2023)
Keyphrases
- neural network
- pattern recognition
- model selection
- neural network model
- regression model
- fuzzy logic
- back propagation
- genetic algorithm
- uncertain data
- computational efficiency
- artificial neural networks
- transfer learning
- computational complexity
- feature selection
- artificial intelligence
- support vector regression
- training process
- high efficiency
- regression analysis