Publications

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Book Chapter
T. R. Besold, Garcez, A. S. d'Avila, Bader, S., Bowman, H., Domingos, P., Hitzler, P., Kühnberger, K. - U., Lamb, L. C., Lowd, D., Lima, P. Machado Vi, de Penning, L., Pinkas, G., Poon, H., and Zaverucha, G., “Neural-Symbolic Learning and Reasoning: A Survey and Interpretation”, in Neuro-Symbolic Artificial Intelligence: The State of the Art, Amsterdam: IOS Press, 2022.PDF icon 2017-nesy-survey(4).pdf (635.26 KB)
Conference Papers
P. Hitzler, “Combining Learning and Reasoning for Big Data”, in Neural-Symbolic Learning and Reasoning (Dagstuhl Seminar 14381), 2014, vol. 9, no. 4.
A. S. d'Avila Garcez, Besold, T. R., De Raedt, L., Földiak, P., Hitzler, P., Icard, T., Kühnberger, K. - U., Lamb, L. C., Miikkulainen, R., and Silver, D. L., “Neural-Symbolic Learning and Reasoning: Contributions and Challenges”, in AAAI 2015 Spring Symposium on Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. Technical Report SS-15-03, AAAI Press, Palo Alto, 2015.PDF icon nesy2015.pdf (159.04 KB)
Conference Proceedings
A. S. d'Avila Garcez, Hitzler, P., and Lamb, L. C., “Proceedings of the Eighth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'12, at the 26th Conference on Artificial Intelligence, AAAI-12, Toronto, Canada, July 2012”, Eighth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'12, at the 26th Conference on Artificial Intelligence, AAAI-12. Toronto, Canada, 2012.
A. S. d'Avila Garcez, Hitzler, P., and Lamb, L. C., “Proceedings of the Ninth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'13, at the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 2013”, Ninth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'13, at the 23rd International Joint Conference on Artificial Intelligence. Beijing, China, 2013.
A. S. d'Avila Garcez, Hitzler, P., and Lamb, L. C., “Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'11, at the 22nd International Joint Conference on Artificial Intelligence, IJCAI-11, Barcelona, Catalonia (Spain), 2011”, Seventh International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'11, at the 22nd International Joint Conference on Artificial Intelligence, IJCAI-11, vol. 764. CEUR-WS.org, Barcelona, Catalonia, Spain, 2011.
Journal Article
A. S. d'Avila Garcez, Gori, M., Hitzler, P., and Lamb, L. C., “Neural-Symbolic Learning and Reasoning (Dagstuhl Seminar 14381)”, Dagstuhl Reports, vol. 4, pp. 50–84, 2014.
D. W. Aha, Boddy, M. S., Bulitko, V., Garcez, A. S. d'Avila, Doshi, P., Edelkamp, S., Geib, C. W., Gmytrasiewicz, P. J., Goldman, R. P., Hitzler, P., Isbell, C. L., Josyula, D. P., Kaelbling, L. Pack, Kersting, K., Kunda, M., Lamb, L. C., Marthi, B., McGreggor, K., Nastase, V., Provan, G., Raja, A., Ram, A., Riedl, M. O., Russell, S. J., Sabharwal, A., Smaus, J. - G., Sukthankar, G., Tuyls, K., van der Meyden, R., Halevy, A. Y., Mihalkova, L., and Natarajan, S., “Reports of the AAAI 2010 Conference Workshops”, AI Magazine, vol. 31, pp. 95–108, 2010.
V. Agrawal, Baier, J., Bekris, K. E., Chen, Y., Garcez, A. S. d'Avila, Hitzler, P., Haslum, P., Jannach, D., Law, E., Lécué, F., Lamb, L. C., Matuszek, C., Palacios, H., Srivastava, B., Shastri, L., Sturtevant, N. R., Stern, R., Tellex, S., and Vassos, S., “Reports of the AAAI 2012 Conference Workshops”, AI Magazine, vol. 33, no. 4, pp. 119-127, 2012.
V. Agrawal, Baier, J., Bekris, K. E., Chen, Y., Garcez, A. S. d'Avila, Hitzler, P., Haslum, P., Jannach, D., Law, E., Lécué, F., Lamb, L. C., Matuszek, C., Palacios, H., Srivastava, B., Shastri, L., Sturtevant, N. R., Stern, R., Tellex, S., and Vassos, S., “Reports of the AAAI 2012 Conference Workshops”, AI Magazine, vol. 33, pp. 119–127, 2012.