ONLINE IDENTIFICATION of DIRECTIONAL GRAPH TOPOLOGIES CAPTURING DYNAMIC and NONLINEAR DEPENDENCIES

Mathematics

• Vector Autoregressive Model 100%
• Brain 49%
• Topology 47%
• Gene Regulatory Network 32%
• Graph in graph theory 31%
• Nonlinear Interaction 30%
• Stochastic Gradient 29%
• Gradient Descent 28%
• Social Networks 27%
• Nonlinear Dynamics 24%
• Complex Systems 23%
• Nonlinear Model 22%
• Human 20%
• Vary 19%
• Nonlinearity 16%
• Vertex of a graph 12%

Earth & Environmental Sciences

• topology 68%
• brain 31%
• social network 19%
• nonlinearity 16%
• gene 12%
• test 6%
• parameter 5%

Engineering & Materials Science

• Topology 45%
• Brain 28%
• Genes 16%
• Large scale systems 14%