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We propose a method combining relational-logic representations with neural network learning.
The semantics of predicate logic as a programming language
Maarten H Van Emden and Robert A Kowalski · 1976
Earlier work this paper cites.
Mapping part-whole hierarchies into connectionist networks☆, 1990
Geoffrey E. Hinton · 1990
Earlier work this paper cites.
Refinement of approximate domain theories by knowledge-based neural networks
Geofrey G Towell, Jude W Shavlik, and Michiel O Noordewier · 1990
Earlier work this paper cites.
Fuzzy sets and fuzzy logic , volume 4
George Klir and Bo Yuan · 1995
Earlier work this paper cites.
First-order logic
Raymond M Smullyan · 1995
Earlier work this paper cites.
Combining first order logic with connectionist learning
M Botta, Giordana A, and R Piola · 1997
Earlier work this paper cites.
Gradient-based learning applied to document recognition, 1998
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner · 1998
Earlier work this paper cites.
Approximating the semantics of logic programs by recurrent neural networks, 1999
Steffen Hölldobler, Yvonne Kalinke, and Hans Peter Störr · 1999
Earlier work this paper cites.
Multi instance neural networks
J Ramon and L De Raedt · 2000
Earlier work this paper cites.
The predictive toxicology challenge 2000–2001
Christoph Helma, Ross D. King, Stefan Kramer, and Ashwin Srinivasan · 2001
Earlier work this paper cites.
Towards combining inductive logic programming with bayesian networks
Kristian Kersting and Luc De Raedt · 2001
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Comparative evaluation of approaches to propositionalization
Mark-A Krogel, Simon Rawles, Filip Železný, Peter A Flach, Nada Lavrač, and Stefan Wrobel · 2003
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Using neural networks for relational learning
H Blockeel and W Uwents · 2004
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Logical and Relational Learning
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The graph neural network model
Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, and Gabriele Monfardini · 2008
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On the performance of indirect encoding across the continuum of regularity
Jeff Clune, Kenneth O. Stanley, Robert T. Pennock, and Charles Ofria · 2011
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Neural-Symbolic Learning Systems: Foundations and Applications
Artur S. d’Avila Garcez, Krysia Broda, and Dov M. Gabbay · 2012
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Demand-driven clustering in relational domains for predicting adverse drug events
Jesse Davis, Vítor Santos Costa, Elizabeth Berg, David Page, Peggy L. Peissig, and Michael Caldwell · 2012
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