2017
2015
Zwirglmaier, K., Straub, D., Groth, K. M. Framework for a Bayesian Network Version of IDHEAS (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2015), Zurich, Switzerland, 2015. (BibTeX | Tags: Bayesian methods, Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power)
2014
Groth, Katrina M., Smith, Curtis L., Swiler, Laura P. A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods (Journal Article) Reliability Engineering & System Safety, 128 , pp. 32-40, 2014. (Links | BibTeX | Tags: Bayesian methods, Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), uncertainty)
2013
Liao, H., Groth, K., Stevens-Adams, S., Xing, J. Leveraging Existing Human Performance Data for Quantifying the IDHEAS HRA Method (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2013), Amsterdam, 2013. (BibTeX | Tags: human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2012
Groth, Katrina M., Mosleh, Ali Deriving causal Bayesian networks from human reliability analysis data: A methodology and example model (Journal Article) Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 226 , pp. 361-379, 2012. (Links | BibTeX | Tags: Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, Katrina M., Swiler, Laura P. Use of a SPAR-H Bayesian Network for predicting Human Error Probabilities with missing observations (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012.(BibTeX | Tags: Bayesian Networks, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs), uncertainty)
Mosleh, Ali, Shen, Song-Hua, Kelly, Dana L, Oxstrand, Johanna H, Groth, Katrina A Model-Based Human Reliability Analysis Methodology (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012.(BibTeX | Tags: causal models, human error, Human Reliability Analysis (HRA), nuclear power)
Groth, Katrina M., Shen, Song-Hua, Oxstrand, Johanna, Mosleh, Ali, Kelly, Dana A Model-Based Approach to HRA: Example Application and Quantitative Analysis (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 11), Helsinki, Finland, 2012. (BibTeX | Tags: causal models, human error, Human Reliability Analysis (HRA), nuclear power)
2011
Groth, Katrina, Mosleh, Ali Development and Use of a Bayesian Network to Estimate Human Error Probability (Inproceedings) Proceedings of the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2011), American Nuclear Society Wilmington, NC, 2011. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2010
Groth, Katrina, Mosleh, Ali A Performance Shaping Factors Causal Model for Nuclear Power Plant Human Reliability Analysis. (Inproceedings) Proceedings of the International Conference on Probabilistic Safety Assessment and Management (PSAM 10), Seattle, WA, 2010. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2009
Groth, Katrina, Mosleh, Ali Development of an interdependent causal model for estimating human error probability from performance shaping factors (Conference) Presentation at the Society for Risk Analysis Annual Meeting (SRA), Baltimore, MD, 2009. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
Groth, K. M., Mosleh, A. A Data-Informed Model of Performance Shaping Factors and Their Interdependencies for Use in Human Reliability Analysis (Inproceedings) Proceedings of the European Society for Reliability Annual Meeting (ESREL 2009), Prague, 2009. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
2008
Groth, Katrina, Mosleh, Ali Data-driven modeling of dependencies among influencing factors in human-machine interactions (Inproceedings) Proceedings of the ANS International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2008), American Nuclear Society Knoxville, Tennessee, 2008. (BibTeX | Tags: Bayesian Networks, causal models, human error, Human Reliability Analysis (HRA), nuclear power, Performance Shaping Factors (PSFs))
