Katrina M. Groth

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Complex Engineering Systems

Reliability Analysis

Bayesian Network Models

Top Venues

Reliab. Eng. Syst. Saf.

J. Comput. Inf. Sci. Eng.

FLAIRS Conference

Publications

Camille S. Levine, Ahmad Al-Douri, Vincent P. Paglioni, Michelle Bensi, Katrina M. Groth
Identifying human failure events for human reliability analysis: A review of gaps and research opportunities. Reliab. Eng. Syst. Saf. 245 (2024)
Indranil Hazra, Matthew J. Weiner, Ruochen Yang, Arko Chatterjee, Joseph Southgate, Katrina M. Groth, Shapour Azarm
Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future. J. Comput. Inf. Sci. Eng. 24 (7) (2024)
Austin D. Lewis, Katrina M. Groth
A comparison of DBN model performance in SIPPRA health monitoring based on different data stream discretization methods. Reliab. Eng. Syst. Saf. 236 (2023)
Ahmad Al-Douri, Camille S. Levine, Katrina M. Groth
Identifying human failure events (HFEs) for external hazard probabilistic risk assessment. Reliab. Eng. Syst. Saf. 235 (2023)
Vincent P. Paglioni, Katrina M. Groth
Dependency definitions for quantitative human reliability analysis. Reliab. Eng. Syst. Saf. 220 (2022)
Andres Ruiz-Tagle, Enrique López Droguett, Katrina M. Groth
A novel probabilistic approach to counterfactual reasoning in system safety. Reliab. Eng. Syst. Saf. 228 (2022)
Austin D. Lewis, Katrina M. Groth
Metrics for evaluating the performance of complex engineering system health monitoring models. Reliab. Eng. Syst. Saf. 223 (2022)
Andres Ruiz-Tagle, Austin D. Lewis, Colin A. Schell, Ernest Lever, Katrina M. Groth
BaNTERA: A Bayesian Network for Third-Party Excavation Risk Assessment. Reliab. Eng. Syst. Saf. 223 (2022)
Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres, Katrina M. Groth
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems. Reliab. Eng. Syst. Saf. 222 (2022)
Roohollah Heidary, Katrina M. Groth
A hybrid population-based degradation model for pipeline pitting corrosion. Reliab. Eng. Syst. Saf. 214 (2021)
Austin D. Lewis, Katrina M. Groth
A Dynamic Bayesian Network Structure for Joint Diagnostics and Prognostics of Complex Engineering Systems. Algorithms 13 (3) (2020)
Ramin Moradi, Katrina M. Groth
Modernizing risk assessment: A systematic integration of PRA and PHM techniques. Reliab. Eng. Syst. Saf. 204 (2020)
Ramin Moradi, Katrina M. Groth
On the application of transfer learning in prognostics and health management. CoRR (2020)
Katrina M. Groth, Reuel Smith, Ramin Moradi
A hybrid algorithm for developing third generation HRA methods using simulator data, causal models, and cognitive science. Reliab. Eng. Syst. Saf. 191 (2019)
Michael C. Darling, George F. Luger, Thomas B. Jones, Matthew R. Denman, Katrina M. Groth
Intelligent Modeling for Nuclear Power Plant Accident Management. Int. J. Artif. Intell. Tools 27 (2) (2018)
Kilian Zwirglmaier, Daniel Straub, Katrina M. Groth
Capturing cognitive causal paths in human reliability analysis with Bayesian network models. Reliab. Eng. Syst. Saf. 158 (2017)
Thomas B. Jones, Michael C. Darling, Katrina M. Groth, Matthew R. Denman, George F. Luger
A Dynamic Bayesian Network for Diagnosing Nuclear Power Plant Accidents. FLAIRS Conference (2016)
Huafei Liao, Katrina M. Groth, Susan Stevens-Adams
Challenges in leveraging existing human performance data for quantifying the IDHEAS HRA method. Reliab. Eng. Syst. Saf. 144 (2015)
Katrina M. Groth, Curtis L. Smith, Laura Painton Swiler
A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods. Reliab. Eng. Syst. Saf. 128 (2014)
Katrina M. Groth, Laura Painton Swiler
Bridging the gap between HRA research and HRA practice: A Bayesian network version of SPAR-H. Reliab. Eng. Syst. Saf. 115 (2013)
Katrina M. Groth, Ali Mosleh
A data-informed PIF hierarchy for model-based Human Reliability Analysis. Reliab. Eng. Syst. Saf. 108 (2012)
Katrina M. Groth, Chengdong Wang, Ali Mosleh
Hybrid causal methodology and software platform for probabilistic risk assessment and safety monitoring of socio-technical systems. Reliab. Eng. Syst. Saf. 95 (12) (2010)