64 citations · 103 across the 13 of their papers we have counts for
3 papers · 1 filter
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks
Zheyi Qin, Randy Paffenroth, Anura P. Jayasumana
Graph-based data present unique challenges and opportunities for machine learning. Graph Neural Networks (GNNs), and especially those algorithms that capture graph topology through…
Investigative Pattern Detection Framework for Counterterrorism
Shashika R. Muramudalige, Benjamin W. K. Hung, Rosanne Libretti +2
Law-enforcement investigations aimed at preventing attacks by violent extremists have become increasingly important for public safety. The problem is exacerbated by the massive dat…
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging
Nirhoshan Sivaroopan, Dumindu Bandara, Chamara Madarasingha +3
Network data analytics are now at the core of almost every networking solution. Nonetheless, limited access to networking data has been an enduring challenge due to many reasons in…