Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap.
Andrea AgiolloGiovanni CiattoAndrea OmiciniPublished in: WOA (2021)
Keyphrases
- machine learning
- neural network
- pattern recognition
- graph theory
- learning algorithm
- fuzzy logic
- random walk
- artificial neural networks
- decision trees
- machine learning methods
- back propagation
- machine learning algorithms
- modal logic
- graph matching
- graph theoretic
- graph representation
- genetic algorithm
- graph structure
- feed forward
- directed graph
- bipartite graph
- text classification
- computational intelligence
- graph model
- data mining
- model selection
- information extraction
- knowledge representation
- expert systems
- classical logic
- feature selection
- directed acyclic graph
- weighted graph
- semi parametric
- dependence structure
- learning tasks
- knowledge acquisition
- text mining
- supervised learning
- support vector machine
- knowledge base
- computer vision
- artificial intelligence