Name Venue Year citations
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. IJCAI 2020 75
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. ICANN 2020 1
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. AAAI 2019 0
Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning Model. IJCNN 2018 5
On approximating networks centrality measures via neural learning algorithms. IJCNN 2016 6
Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency. AAAI 2015 5
Estimating complex networks centrality via neural networks and machine learning. IJCNN 2015 9
Neural-symbolic cognitive agents: architecture, theory and application. AAMAS 2014 2
Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to reduce CO2 emissions. IJCNN 2014 6
Combining Machine Learning and Optimization Techniques to Determine 3-D Structures of Polypeptides. IJCAI 2011 1
Learning and Representing Temporal Knowledge in Recurrent Networks. IEEE Trans. Neural Networks 2011 44
Towards Social Problem-Solving with Human Subjects. IJCAI 2011 1
A Neural-Symbolic Cognitive Agent for Online Learning and Reasoning. IJCAI 2011 51
Combining Human Reasoning and Machine Computation: Towards a Memetic Network Solution to Satisfiability. AAAI 2010 1
Representing, Learning and Extracting Temporal Knowledge from Neural Networks: A Case Study. ICANN 2010 3
On the Role of Structured Information Exchange in Supervised Learning. ECAI 2008 1
Memetic Networks: Analyzing the Effects of Network Properties in Multi-Agent Performance. AAAI 2008 21
Reasoning and Learning About Past Temporal Knowledge in Connectionist Models. IJCNN 2007 3
A Connectionist Cognitive Model for Temporal Synchronisation and Learning. AAAI 2007 27
An Information-Theoretic Analysis of Memory Bounds in a Distributed Resource Allocation Mechanism. IJCAI 2007 9
A Connectionist Model for Constructive Modal Reasoning. NIPS/NeurIPS 2005 2
On the Evolution of Memory Size in the Minority Game (extended abstract). IJCAI 2005 0
Cognitive Modelling of Event Ordering Reasoning in Imagistic Domains. IJCAI 2005 10
Towards a Connectionist Argumentation Framework. ECAI 2004 1
Reasoning about Time and Knowledge in Neural Symbolic Learning Systems. NIPS/NeurIPS 2003 33
Copyright ©2019 Universität Würzburg

Impressum | Privacy | FAQ