Hiba Baroud

Orcid: 0000-0003-3641-6449

According to our database1, Hiba Baroud authored at least 15 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
A data-driven risk assessment of Arctic maritime incidents: Using machine learning to predict incident types and identify risk factors.
Reliab. Eng. Syst. Saf., March, 2024

2022
Generating Synthetic Systems of Interdependent Critical Infrastructure Networks.
IEEE Syst. J., 2022

Approximate Gibbs Sampler for Efficient Inference of Hierarchical Bayesian Models for Grouped Count Data.
CoRR, 2022

A Bayesian Approach to Reconstructing Interdependent Infrastructure Networks from Cascading Failures.
CoRR, 2022

2021
A hierarchical Bayesian approach for assessing infrastructure networks serviceability under uncertainty: A case study of water distribution systems.
Reliab. Eng. Syst. Saf., 2021

Sources of uncertainty in interdependent infrastructure and their implications.
Reliab. Eng. Syst. Saf., 2021

Random forest analysis of two household surveys can identify important predictors of migration in Bangladesh.
J. Comput. Soc. Sci., 2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems.
CoRR, 2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response.
Proceedings of the IEEE International Conference on Smart Computing, 2021

2020
A Data-Integration Analysis on Road Emissions and Traffic Patterns.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2018
A Bayesian kernel approach to modeling resilience-based network component importance.
Reliab. Eng. Syst. Saf., 2018

Short-Term Transit Decision Support System Using Multi-task Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

2016
Static and dynamic resource allocation models for recovery of interdependent systems: application to the Deepwater Horizon oil spill.
Ann. Oper. Res., 2016

DelayRadar: A multivariate predictive model for transit systems.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2014
Proportional hazards models of infrastructure system recovery.
Reliab. Eng. Syst. Saf., 2014


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