no code implementations • 28 Nov 2022 • Yu Wang, Jin-Zhu Yu, Hiba Baroud
We propose a scalable nonparametric Bayesian approach to reconstruct the topology of interdependent infrastructure networks from observations of cascading failures.
no code implementations • 28 Nov 2022 • Jin-Zhu Yu, Hiba Baroud
Hierarchical Bayesian Poisson regression models (HBPRMs) provide a flexible modeling approach of the relationship between predictors and count response variables.
2 code implementations • 15 Jun 2021 • Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey
These statistical models are then used for proactive stationing which allocates first responders across the spatial area in order to reduce overall response time.
no code implementations • 7 Jun 2020 • Ayan Mukhopadhyay, Geoffrey Pettet, Sayyed Vazirizade, Di Lu, Said El Said, Alex Jaimes, Hiba Baroud, Yevgeniy Vorobeychik, Mykel Kochenderfer, Abhishek Dubey
In the last fifty years, researchers have developed statistical, data-driven, analytical, and algorithmic approaches for designing and improving emergency response management (ERM) systems.