DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings
Published: 20 June 2023
Authors: Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance M. Kaplan, Alun D. Preece, Angelika Kimmig, Federico Cerutti
DeepProbCEP brings complex event processing into a neuro-symbolic setting where weak signals, explicit rules, and adversarial conditions are handled together.
It matters because it shows how learning and reasoning can cooperate without fully sacrificing system inspectability.