| 2017 | Category-based Inductive Learning in Shared NeMuS. | Ana Carolina Melik Schramm, Edjard de Souza Mota, Jacob M. Howe, Artur S. d'Avila Garcez |
| 2017 | Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. | Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler |
| 2017 | Confidence Values and Compact Rule Extraction From Probabilistic Neural Networks. | Simon Odense, Artur S. d'Avila Garcez |
| 2017 | Inductive Learning in Shared Neural Multi-Spaces. | Edjard de Souza Mota, Jacob M. Howe, Artur S. d'Avila Garcez |
| 2017 | Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer. | Priscila M. V. Lima |
| 2017 | Propositional Rule Extraction from Neural Networks under Background Knowledge. | Maryam Labaf, Pascal Hitzler, Anthony B. Evans |
| 2017 | A Comparison between Deep Q-Networks and Deep Symbolic Reinforcement Learning. | Aimore R. R. Dutra, Artur S. d'Avila Garcez |
| 2017 | Towards Grounding Conceptual Spaces in Neural Representations. | Lucas Bechberger, Kai-Uwe Khnberger |
| 2017 | Classical Planning in Deep Latent Space: From Unlabeled Images to PDDL (and back). | Masataro Asai, Alex Fukunaga |
| 2016 | A Proposal for Common Dataset in Neural-Symbolic Reasoning Studies. | zgr Yilmaz, Artur S. d'Avila Garcez, Daniel L. Silver |
| 2016 | Learning Sequential Control in a Neural Blackboard Architecture for In Situ Concept Reasoning. | Frank van der Velde |
| 2016 | Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge. | Luciano Serafini, Artur S. d'Avila Garcez |
| 2016 | Heterotic Continuous Time Real-valued/Boolean-valued Networks. | Daniel R. Patten, Howard A. Blair |
| 2016 | Shared Multi-Space Representation for Neural-Symbolic Reasoning. | Edjard de Souza Mota, Yan B. Diniz |
| 2016 | High-Power Logical Representation via Rulelog, for Neural-Symbolic. | Benjamin N. Grosof |
| 2016 | Inducing Symbolic Rules from Entity Embeddings using Auto-encoders. | Thomas Ager, Ondrej Kuzelka, Steven Schockaert |
| 2012 | Unsurpervised Learning in Hybrid Cognitive Architectures. | Yury Vinokurov, Christian Lebiere, Dean Wyatte, Seth A. Herd, Randall C. O'Reilly |
| 2012 | Scalable Inverse Reinforcement Learning via Instructed Feature Construction. | Toms Singliar, Dragos D. Margineantu |
| 2012 | Twenty-Five Years of Combining Symbolic and Numeric Learning. | Jude W. Shavlik |
| 2012 | Efficiently Merging Symbolic Rules into Integrated Rules. | Jim Prentzas, Ioannis Hatzilygeroudis |
| 2012 | Neural-Symbolic Rule-Based Monitoring. | Alan Perotti, Artur d'Avila Garcez, Guido Boella, Daniele Rispoli |
| 2012 | A Neural-Symbolic Cognitive Agent with a Mind's Eye. | H. L. H. de Penning, R. J. M. den Hollander, Henri Bouma, Gertjan J. Burghouts, Artur S. d'Avila Garcez |
| 2012 | Vowel Recognition in Simulated Neurons. | Christian Robert Huyck |
| 2012 | Preface. | Artur d'Avila Garcez |
| 2012 | Organizers. | Artur d'Avila Garcez |