Prediction of Dynamical Properties of Biochemical Pathways with Graph Neural Networks.
Pasquale BoveAlessio MicheliPaolo MilazzoMarco PoddaPublished in: BIOINFORMATICS (2020)
Keyphrases
- neural network
- prediction accuracy
- fuzzy logic
- signal transduction pathways
- graph properties
- prediction model
- pattern recognition
- neural network model
- genetic algorithm
- random walk
- artificial neural networks to predict
- prediction algorithm
- directed acyclic graph
- prediction error
- weighted graph
- directed graph
- experimental data
- structured data
- artificial neural networks
- bipartite graph
- graph theory
- graph structure
- multilayer perceptron
- feed forward
- graph mining
- graph theoretic
- protein interaction
- connected components
- degree distribution
- protein function prediction