research
∙
10/26/2016
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks
Directed networks are pervasive both in nature and engineered systems, o...
research
∙
10/20/2016
Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity
Structural equation models (SEMs) and vector autoregressive models (VARM...
research
∙
06/28/2016
Tracking Switched Dynamic Network Topologies from Information Cascades
Contagions such as the spread of popular news stories, or infectious dis...
research
∙
05/10/2016
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks
Structural equation models (SEMs) have been widely adopted for inference...
research
∙
06/25/2015
Joint community and anomaly tracking in dynamic networks
Most real-world networks exhibit community structure, a phenomenon chara...
research
∙
01/17/2014
Embedding Graphs under Centrality Constraints for Network Visualization
Visual rendering of graphs is a key task in the mapping of complex netwo...
research
∙
02/04/2013