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 |