Logic Tensor Networks

TensorLog: A Probabilistic Database Implemented Using Deep-Learning Infrastructure

(2020) William Cohen et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Learning Explanatory Rules from Noisy Data

(2018) Richard Evans et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures

(2018) Gustav Sourek et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Fast relational learning using bottom clause propositionalization with artificial neural networks

(2013) Manoel V. M. França et al.   MACHINE LEARNING

Meta-interpretive learning: application to grammatical inference

(2013) Stephen H. Muggleton et al.   MACHINE LEARNING

Learning and Representing Temporal Knowledge in Recurrent Networks

(2011) R. V. Borges et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS