Learning and Reasoning with Logic Tensor Networks
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Publication:5215371
DOI10.1007/978-3-319-49130-1_25zbMath1430.68317OpenAlexW2547729384MaRDI QIDQ5215371
Luciano Serafini, Artur S. d'Avila Garcez
Publication date: 10 February 2020
Published in: AI*IA 2016 Advances in Artificial Intelligence (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/978-3-319-49130-1_25
knowledge representationtensor networksrelational learningdata-driven knowledge completionneural-symbolic computation
Learning and adaptive systems in artificial intelligence (68T05) Logic in artificial intelligence (68T27) Knowledge representation (68T30)
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Logic programming in tensor spaces ⋮ Learning from interpretation transition using differentiable logic programming semantics ⋮ A probabilistic approximate logic for neuro-symbolic learning and reasoning ⋮ Logic tensor networks ⋮ Some thoughts on knowledge-enhanced machine learning ⋮ Approximate knowledge graph query answering: from ranking to binary classification ⋮ Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model ⋮ Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem
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