Artur d'Avila Garcez
Artur d'Avila Garcez
City, University of London
Verified email at city.ac.uk - Homepage
TitleCited byYear
Neural-symbolic learning systems: foundations and applications
ASA Garcez, KB Broda, DM Gabbay
Springer Science & Business Media, 2012
2432012
Symbolic knowledge extraction from trained neural networks: A sound approach
AS d'Avila Garcez, K Broda, DM Gabbay
Artificial Intelligence 125 (1-2), 155-207, 2001
210*2001
The Connectionist Inductive Learning and Logic Programming System
AG AS, G Zaverucha
Applied Intelligence 11 (1), 59-77, 1999
1471999
The connectionist inductive learning and logic programming system
AS Avila Garcez, G Zaverucha
Applied Intelligence 11 (1), 59-77, 1999
1471999
Neural-symbolic cognitive reasoning
AS D'Avila Garcez, LC Lamb, DM Gabbay
Neural-Symbolic Cognitive Reasoning:, Cognitive Technologies, Volume. ISBN …, 2009
132*2009
Neural-symbolic learning and reasoning: contributions and challenges
AA Garcez, TR Besold, L De Raedt, P Földiak, P Hitzler, T Icard, ...
2015 AAAI Spring Symposium Series, 2015
682015
Fast relational learning using bottom clause propositionalization with artificial neural networks
MVM França, G Zaverucha, ASA Garcez
Machine learning 94 (1), 81-104, 2014
612014
Logic tensor networks: Deep learning and logical reasoning from data and knowledge
L Serafini, AA Garcez
arXiv preprint arXiv:1606.04422, 2016
602016
Neural-symbolic learning and reasoning: A survey and interpretation
TR Besold, AA Garcez, S Bader, H Bowman, P Domingos, P Hitzler, ...
arXiv preprint arXiv:1711.03902, 2017
452017
Logic tensor networks for semantic image interpretation
I Donadello, L Serafini, ADA Garcez
arXiv preprint arXiv:1705.08968, 2017
452017
Combining abductive reasoning and inductive learning to evolve requirements specifications
AS d'Avila Garcez, A Russo, B Nuseibeh, J Kramer
Software, IEE Proceedings- 150 (1), 25-38, 2003
452003
Connectionist modal logic: Representing modalities in neural networks
AS d’Avila Garcez, LC Lamb, DM Gabbay
Theoretical Computer Science 371 (1), 34-53, 2007
422007
Deep logic networks: Inserting and extracting knowledge from deep belief networks
SN Tran, ASA Garcez
IEEE transactions on neural networks and learning systems 29 (2), 246-258, 2016
392016
Fibring neural networks
ASA Garcez, DM Gabbay
AAAI, 342-347, 2004
382004
Logical modes of attack in argumentation networks
DM Gabbay, ASA Garcez
Studia Logica 93 (2-3), 199, 2009
372009
Speaker recognition with hybrid features from a deep belief network
H Ali, SN Tran, E Benetos, ASA Garcez
Neural Computing and Applications 29 (6), 13-19, 2018
362018
Learning and representing temporal knowledge in recurrent networks
RV Borges, AA Garcez, LC Lamb
IEEE Transactions on Neural Networks 22 (12), 2409-2421, 2011
362011
RNN-based music language models for improving automatic music transcription
S Sigtia, E Benetos, S Cherla, T Weyde, A Garcez, S Dixon
352014
Reasoning about time and knowledge in neural symbolic learning systems
ASA Garcez, LC Lamb
Advances in neural information processing systems 16, 2003
352003
A connectionist inductive learning system for modal logic programming
AS d'Avila Garcez, LC Lamb, DM Gabbay
Neural Information Processing, 2002. ICONIP'02. Proceedings of the 9th …, 2002
342002
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Articles 1–20