Hyperparameter Optimization of Graph Neural Networks for mRNA Degradation Prediction.
Viktorija VodilovskaSonja GievskaIlinka IvanoskaPublished in: MIPRO (2023)
Keyphrases
- neural network
- splice site
- prediction model
- prediction accuracy
- artificial neural networks to predict
- optimization algorithm
- graph structure
- pattern recognition
- gene prediction
- graph theory
- directed graph
- optimization problems
- fuzzy logic
- random walk
- graph representation
- neural networks and support vector machines
- genome wide
- gaussian processes
- protein function prediction
- radial basis function network
- multi layer perceptron
- structured data
- model selection
- gaussian process
- hyperparameters
- parameter optimization
- recurrent neural networks
- highly non linear
- neural network model
- evolutionary algorithm