Vol-2003
urn:nbn:de:0074-2003-3

Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

NeSy 2017
Neural-Symbolic Learning and Reasoning 2017

Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning 2017

London, UK, July 17-18, 2017.

Edited by

Tarek R. Besold *
Artur d'Avila Garcez *
Isaac Noble **

* City, University of London, UK
** Playground Global, USA

Table of Contents

Long Papers

Towards Grounding Conceptual Spaces in Neural Representations
Lucas Bechberger, Kai-Uwe Kuehnberger
Propositional Rule Extraction from Neural Networks under Background Knowledge
Maryam Labaf, Pascal Hitzler, Anthony B. Evans
Classical Planning in Deep Latent Space: From Unlabeled Images to PDDL (and back)
Masataro Asai, Alex Fukunaga
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps
Md Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael Raymer, Pascal Hitzler
Inductive Learning in Shared Neural Multi-Spaces
Edjard de Souza Mota, Jacob M. Howe, Artur S. d'Avila Garcez

Short Papers

A Comparison between Deep Q-Networks and Deep Symbolic Reinforcement Learning
Aimore R. R. Dutra, Artur S. d'Avila Garcez
Confidence Values and Compact Rule Extraction From Probabilistic Neural Networks
Simon Odense, Artur S. d'Avila Garcez
Learning with Knowledge Graphs
Volker Tresp, Yunpu Ma, Stephan Baier
Learning about Actions and Events in Shared NeMuS
Milena Rodrigues Tenorio, Edjard de Souza Mota, Jacob M. Howe, Artur S. d'Avila Garcez
Category-based Inductive Learning in Shared NeMuS
Ana Carolina Melik Schramm, Edjard de Souza Mota, Jacob M. Howe, Artur S. d'Avila Garcez
Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer
Priscila M. V. Lima

2017-11-20: submitted by Tarek R. Besold, metadata incl. bibliographic data published under Creative Commons CC0
2017-11-20: published on CEUR-WS.org |valid HTML5|