Supervised Learning on Relational Databases with Graph Neural Networks.
Milan CvitkovicPublished in: CoRR (2020)
Keyphrases
- relational databases
- supervised learning
- neural network
- databases
- graph structure
- graph representation
- database
- pattern recognition
- xml databases
- graph theory
- artificial neural networks
- random walk
- reinforcement learning
- normal form
- directed graph
- labeled data
- fuzzy logic
- training set
- unsupervised learning
- semi supervised learning
- unlabeled data
- sql queries
- machine learning
- active learning
- learning algorithm
- object oriented
- graph model
- bipartite graph
- keyword search
- xml documents
- neural network model
- connected components
- feed forward
- graph matching
- multilayer perceptron
- relational data
- learning tasks
- class labels
- directed acyclic graph
- back propagation
- genetic algorithm
- multiple instance learning
- social networks