Zobrazeno 1 - 10
of 159
pro vyhledávání: '"Baroud, Hiba"'
Autor:
Yu, Jin-Zhu, Baroud, Hiba
Hierarchical Bayesian Poisson regression models (HBPRMs) provide a flexible modeling approach of the relationship between predictors and count response variables. The applications of HBPRMs to large-scale datasets require efficient inference algorith
Externí odkaz:
http://arxiv.org/abs/2211.15771
A Bayesian Approach to Reconstructing Interdependent Infrastructure Networks from Cascading Failures
Analyzing the behavior of complex interdependent networks requires complete information about the network topology and the interdependent links across networks. For many applications such as critical infrastructure systems, understanding network inte
Externí odkaz:
http://arxiv.org/abs/2211.15590
The lack of data on critical infrastructure systems has hindered the research progress in modeling and optimizing the system performance. This work develops a method for generating Synthetic Interdependent Critical Infrastructure Networks (SICIN) usi
Externí odkaz:
http://arxiv.org/abs/2111.12742
Autor:
Vazirizade, Sayyed Mohsen, Mukhopadhyay, Ayan, Pettet, Geoffrey, Said, Said El, Baroud, Hiba, Dubey, Abhishek
Principled decision making in emergency response management necessitates the use of statistical models that predict the spatial-temporal likelihood of incident occurrence. These statistical models are then used for proactive stationing which allocate
Externí odkaz:
http://arxiv.org/abs/2106.08307
Dependence structure learning and joint probabilistic forecasting of stochastic power grid variables
Publikováno v:
In Applied Energy 1 March 2024 357
Autor:
Kandel, Rajesh, Baroud, Hiba
Publikováno v:
In Reliability Engineering and System Safety March 2024 243
Autor:
Mukhopadhyay, Ayan, Pettet, Geoffrey, Vazirizade, Sayyed, Lu, Di, Said, Said El, Jaimes, Alex, Baroud, Hiba, Vorobeychik, Yevgeniy, Kochenderfer, Mykel, Dubey, Abhishek
In the last fifty years, researchers have developed statistical, data-driven, analytical, and algorithmic approaches for designing and improving emergency response management (ERM) systems. The problem has been noted as inherently difficult and const
Externí odkaz:
http://arxiv.org/abs/2006.04200
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Akademický článek
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Publikováno v:
In Transportation Research Interdisciplinary Perspectives June 2022 14