NeSy 2015 - 10th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy’15)

Artificial Intelligence researchers continue to face huge challenges in their quest to develop truly intelligent systems. The recent developments in the field of neural-symbolic computation bring an opportunity to integrate well-founded symbolic artificial intelligence with robust neural computing machinery to help tackle some of these challenges.
The Workshop on Neural-Symbolic Learning and Reasoning is intended to create an atmosphere of exchange of ideas, providing a forum for the presentation and discussion of the key topics related to neural-symbolic integration. Topics of interest include:
The representation of symbolic knowledge by connectionist systems;
Integrated neural-symbolic learning approaches;
Extraction of symbolic knowledge from trained neural networks;
Integrated neural-symbolic reasoning;
Biologically-inspired neural-symbolic integration;
Integration of logic and probabilities in neural networks;
Structured learning and relational learning in neural networks;
Applications in robotics, simulation, fraud prevention, semantic web, software engineering, fault diagnosis, bioinformatics, visual intelligence, etc. etc.