Measures and Metrics of ML Data and Models to Assure Reliable and Safe Systems (English)
- New search for: Werner, Benjamin D.
- New search for: Schumeg, Benjamin J.
- New search for: Vigil, Jon
- New search for: Hall, Shane N.
- New search for: Thengvall, Benjamin G.
- New search for: Petty, Mikel D.
- New search for: Werner, Benjamin D.
- New search for: Schumeg, Benjamin J.
- New search for: Vigil, Jon
- New search for: Hall, Shane N.
- New search for: Thengvall, Benjamin G.
- New search for: Petty, Mikel D.
In:
2024 Annual Reliability and Maintainability Symposium (RAMS)
;
1-6
;
2024
-
ISBN:
-
ISSN:
- Conference paper / Electronic Resource
-
Title:Measures and Metrics of ML Data and Models to Assure Reliable and Safe Systems
-
Contributors:Werner, Benjamin D. ( author ) / Schumeg, Benjamin J. ( author ) / Vigil, Jon ( author ) / Hall, Shane N. ( author ) / Thengvall, Benjamin G. ( author ) / Petty, Mikel D. ( author )
-
Published in:
-
Publisher:
- New search for: IEEE
-
Publication date:2024-01-22
-
Size:497246 byte
-
ISBN:
-
ISSN:
-
DOI:
-
Type of media:Conference paper
-
Type of material:Electronic Resource
-
Language:English
-
Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
The Use and Misuse of Pre-Trained Generative Large Language Models in Reliability EngineeringHu, Yunwei / Goktas, Yavuz / Yellamati, David Deepak / De Tassigny, Catherine et al. | 2024
- 1
-
A UAV Case Study on an MBSE Workflow with Integrated Modular Safety and Reliability AnalysisKaiser, Bernhard / Soden, Michael / Heuermann, Nils et al. | 2024
- 1
-
Introduction to a Binomial Approach to Accelerated Life TestingSmith, Reuel / Elsibaie, Sherief Magdy / Modarres, Mohammad et al. | 2024
- 1
-
Sensor and Maintenance Strategy Evaluation for Boeing 767 Commercial FleetsRasaq, Lukmon / Ferguson, Korbin / Teasley, William / Xu, Max / Blond, Kyle E. / Yadav, Om Prakash et al. | 2024
- 1
-
Game-Theoretic and Probabilistic Cyber Risk AssessmentZhao, Yunfei et al. | 2024
- 1
-
An Automated Performance Evaluation of the Newborn Life Support ProcedureTan, Alfian / Egede, Joy / Remenyte-Prescott, Rasa / Valstar, Michel / Sharkey, Don et al. | 2024
- 1
-
A Probabilistic Model for Estimating Defect-Limited Yield of ASICsHuang, Lixian / Sankaran, Karthik / Hakim, Kamran / Mosleh, Ali et al. | 2024
- 1
-
IEEE RAMS 2024 Table of Contents| 2024
- 1
-
An Integrated Approach to Level of Repair OptimizationSolveling, Gustaf / Keeling, Stephen et al. | 2024
- 1
-
Reliability Prediction via Accelerated Testing with Imperfectly Controlled ConditionsRuiz, Cesar / Hashemian, Seyyed Farid / Liao, Haitao et al. | 2024
- 1
-
P-Diagram Driven Robust PFMEA DevelopmentGoktas, Yavuz / Hu, Yunwei / Yellamati, David Deepak et al. | 2024
- 1
-
Measures and Metrics of ML Data and Models to Assure Reliable and Safe SystemsWerner, Benjamin D. / Schumeg, Benjamin J. / Vigil, Jon / Hall, Shane N. / Thengvall, Benjamin G. / Petty, Mikel D. et al. | 2024
- 1
-
Anomaly Detection in Graph-Based Data Utilizing Graph TopologyAhmed, Ibrahim A. / Moghaddass, Ramin et al. | 2024
- 1
-
Machine Learning Methods for Predicting Software FailuresMarie Neufelder, Ann / Neufelder, Tom et al. | 2024
- 1
-
Failure Report And Corrective Action System a Closed Loop SystemHegde, Vinayak et al. | 2024
- 1
-
Fault Management Algorithm Risk Assessment for the NASA Space Launch SystemMaul, William A. / Lo, Yunnhon / Wong, Edmond et al. | 2024
- 1
-
A Case Study Using Failure Mode Effect Testing to Support the MIL-HDBK-516C Airworthiness CertificationYu, Yangyang / Schmidt, Blair / Swope, Vanessa et al. | 2024
- 1
-
Integrated Systems Engineering, Safety, Reliability and Risk Management – Minimizing Black Swan EventsKalia, Prince / Menzel, Mike / Grello, Kyle / Walker, Angelia et al. | 2024
- 1
-
Three-Stage Adjusted Regression Forecasting for Software Defect PredictionPritchard, Shadow / Mitra, Bhaskar / Nagaraju, Vidhyashree et al. | 2024
- 1
-
Integrated Obsolescence Impact Assessments Using a Readiness Based Spares Modeling ToolLindsay, Randall C. / Danker, Joshua / Mathew, Nobel / Schmidtberg, Erik A. et al. | 2024
- 1
-
Reliability Culture —The Key to a Reliable and Sustainable Asset UptimeAdegboye, Adeolu O. et al. | 2024
- 1
-
Solving Large Fault Trees with Importance Sampling and Tree SearchZhao, Yunfei / O'Leary, Joseph et al. | 2024
- 1
-
System Performance Metrics of Complex Networks: Resilience vs. AvailabilityDzedzy, Donald A. / Ayyub, Bilal M. et al. | 2024
- 1
-
Sensor Placement and Fault Detection in Electric Motor using Stacked Classifier and Search AlgorithmKohtz, Sara / Wang, Pingfeng et al. | 2024
- 1
-
Copyright Page| 2024
- 1
-
Unsupervised Anomaly Detection in Electric Power Networks Using Multi-Layer Auto-EncodersHuynh, Phat K. / Singh, Gurmeet / Yadav, Om P. / Le, Trung Q. / Le, Chau et al. | 2024
- 1
-
Design Failure Mode Effects and Criticality Analysis, Industry Best PracticesHegde, Vinayak et al. | 2024
- 1
-
Applying Design of Experiments in Testing and Validation of Statistical SoftwareKing, Caleb B. / Lekivetz, Ryan A. / Morgan, Joseph A. et al. | 2024
- 1
-
Oh, the Places They Will GoTo Safely Save Lives: Case Study of a HRO Medical Aviation ProgramFernald, Catherine S. / Roussis, John et al. | 2024
- 1
-
Reliability - an Emergent System Property, 737 MAX and Societal System ExamplesSmith, Jan B. et al. | 2024
- 1
-
Querying Fault and Attack Trees: Property Specification on a Water NetworkNicoletti, Stefano M. / Lopuhaa-Zwakenberg, Milan / Hahn, E. Moritz / Stoelinga, Marielle et al. | 2024
- 1
-
Effective Supplier Reliability Introduction to Supply Chain & Supplier Quality ProgramsJayatilleka, Sarath et al. | 2024
- 1
-
AOQL Metric's Robustness to Manufacturing Process InstabilityGore, Kristen L. / Smith, Daniel L. et al. | 2024
- 1
-
A Deep Learning Approach for Discovering the Underlying Physics of Degradation for Data-Driven PrognosticsAbadi, Hamidreza Habibollahi Najaf / Modarres, Mohammad et al. | 2024
- 1
-
Assessing Robustness and Vulnerability in Interdependent Network Infrastructure: A Multilayer Network ApproachHuynh, Phat K. / Rahman, M Mishkatur / Yadav, Om P. / Le, Trung Q. / Le, Chau et al. | 2024
- 1
-
A Cumulative Shock Model with Random Failure Threshold and a Change PointShamstabar, Yousof / Safaei, Fatemeh / Taghipour, Sharareh et al. | 2024
- 1
-
Lessons Learned from HALT, HASS, and Accelerating Aging TestingHill, Allan et al. | 2024
- 1
-
Defining the Aspects of Mean Logistics Down Time (MLDT)Fasula, Chris / Franqui, Jaime / Pedro, Gary et al. | 2024
- 1
-
An Exact Formula for the Hazardous Event FrequencyZimmermann, Armin / Hildebrandt, Andreas et al. | 2024
- 1
-
End-of-Life Reliability Predictions for Compressors Along the Service LifeJayatilleka, Sarath et al. | 2024
- 1
-
Estimating the Duration of Failure-Based Reliability Demonstration TestsMell, Philipp / Dazer, Martin et al. | 2024
- 1
-
DevSecOps Process Assessment Collaboration Tool: A Novel Method to Inject R&M Into Agile DevelopmentLazarus, Joseph I. / Truett, Leonard / Fischer, Brittany / Kershner, Christopher et al. | 2024
- 1
-
Reliability and Availability Analysis of Photovoltaic SystemsHintz, Kim D. / Dazer, Martin et al. | 2024
- 1
-
Do Bayesian Neural Networks Weapon System Improve Predictive Maintenance?Potter, Michael L. / Jun, Miru D. et al. | 2024
- 1
-
Reliability GoalsettingHegde, Vinayak et al. | 2024
- 1
-
MLOps FMEA: A Proactive & Structured Approach to Mitigate Failures and Ensure Success for Machine Learning OperationsPaul, Abhishek / Son, Roderick Y. / Balodi, Shiv A. / Crooks, Kenney et al. | 2024
- 1
-
Reliability Stress-Strength Modeling DemystifiedMurphy, Kenneth E. et al. | 2024
- 1
-
Digital Engineering Transformation for Reliability/MaintainabilityBeshears, Raymond / Long, Jordan et al. | 2024
- 1
-
Investigating the Impact of Covid Pandemic on 12V Battery Failures Through Reliability ModelingFanelli, Pietro / Verma, Dharmjeet / Thomas, Mathew et al. | 2024
- 1
-
High Reliability at Minimum CostJones, Harry W. et al. | 2024
- 1
-
Sensor Implementation For Saltwater Ingress Detection In Deep Sea ActuatorsHiller, Markus / Imle, Sebastian / Glaser, Markus et al. | 2024
- 1
-
Scaled Reliability Prediction Model for Gallium Nitride (GaN) Monolithic Microwave Integrated CircuitKedienhon, Onovughakpor L. et al. | 2024
- 1
-
The Abcd Reliability Growth ModelJones, Harry W. et al. | 2024
- 1
-
Welcome| 2024
- 1
-
The Liability of ReliabilityJones, Richard B. / Mason, Dwayne et al. | 2024
- 1
-
Planning Inspection Times for Degradation TestsPan, Rong / Fang, Guanqi et al. | 2024
- 1
-
Validation and Adjustment of Prior Distributions to Improve Bayesian Reliability Analysis for Beta-Binomial DataHuang, Zhaofeng C. / Coon, Michael K. / Moore, Michael R. et al. | 2024
- 1
-
A Reliability and Availability Model of a Kubernetes Cluster Using SysMLHecht, Myron / Agena, Scott et al. | 2024
- 1
-
Identifying and Rectifying the Potential Faults in the Probabilistic Metric Formula in ISO 26262Sakurai, Atsushi et al. | 2024
- 1
-
ARCS-R: Mission Critical Combined Reliability and Cybersecurity Systems Engineering AnalysisVan Bossuyt, Douglas L. / Papakonstantinou, Nikolaos / Hale, Britta / Arlitt, Ryan / Palatheerdham, Srinivasa Rao et al. | 2024
- 1
-
Leveraging MBSE to Analyze Reliability, Availability & Maintainability for System-of-SystemsSuls, Jordan et al. | 2024
- 1
-
Estimating Multi-Phase Life Cycle Reliability by Combining Failure Rate Adjustments into Duty CycleSzidarovszky, Miklos A. et al. | 2024
- 1
-
Reliability Improvement of Rainwater-Drainage System Using IoT and AISekita, Ryuichi / Watanabe, Teppei / Yoshizawa, Tadashi / Nakanishi, Kenta et al. | 2024
- 1
-
Human Reliability Under Physical Security Threats: Modeling and Experimental DesignRownak, Md Ragib / Diao, Xiaoxu / Smidts, Carol et al. | 2024
- 1
-
Common Maintenance Task Analysis for Maintainability & Tech Manual DevelopmentDanker, Joshua / Flanagan, Michael / Schmidtberg, Erik / Mathew, Nobel et al. | 2024
- 1
-
Early Risk Assessment Based on Partial InformationFranklin, Paul / Berlin, Geoffrey et al. | 2024
- 1
-
Machine Learning Qualification Process and Impact to System AssuranceWerner, Benjamin D. / Schumeg, Benjamin J. / Summers, Jason E. / Berisha, Visar et al. | 2024
- 1
-
RAMS 2024 Author Index| 2024
- 1
-
Timely Risk Analysis Using Comparative Accelerated Life TestingCennamo, Greg et al. | 2024
- 1
-
Captive Fleet Size and Usage Accumulation Determination and OptimizationSun, Feng-Bin / Baker, Richard et al. | 2024
- 1
-
High-Voltage Circuit Breaker Condition-Dependent Failure Rate with CovariatesGrant, Jordon A. / Toftaker, Hakon / Perkin, Samuel / Sperstad, Iver Bakken / Vadlamudi, Vijay Venu et al. | 2024
- 1
-
A New Maintenance Plan for Wind Turbine Farms Using Reinforcement LearningRasay, Hasan / Safaei, Fatemeh / Taghipour, Sharareh et al. | 2024
- 1
-
Risk Assessment in Concurrent Engineering of Space MissionsSanchez, Antonio Harrison et al. | 2024
- 1
-
A Comparison of Pearl String and Horizon Method in Terms of Reliability Demonstration TestingBenz, Achim / Dazer, Martin et al. | 2024
- 1
-
SAFEST: Fault Tree Analysis Via Probabilistic Model CheckingVolk, Matthias / Sher, Falak / Katoen, Joost-Pieter / Stoelinga, Marielle et al. | 2024
- 1
-
A Preliminary Availability Assessment of A LEO Satellite ConstellationHuang, Wei / Andrada, Roy / Holman, Kristen / Borja, Dale / Ho, Koki et al. | 2024
- 1
-
Degradation Testing of Thermoelectrics for HVAC ApplicationsPulido, Julio / Manchette, Kit / Kolodziejski, Scott et al. | 2024
- 1
-
Probability of Disposal DemystifiedMurphy, Kenneth E. et al. | 2024
- 1
-
Quantum Computing Optimization: Application and Benchmark in Critical Infrastructure AssessmentSilva, Gabriel San Martin / Droguett, Enrique Lopez et al. | 2024
- 1
-
Automated Addressing Failure Detection for Multiplexer SystemsSinclair, Gwyer Q. et al. | 2024
- 1
-
A Simple Statistical Approach to Fix Effectiveness Demonstration for Eliminated MechanismsMarquart, Todd A. et al. | 2024
- 1
-
Implementing an Effective FRACAS Program as a Key DFR SolutionJayatilleka, Sarath et al. | 2024
- 1
-
New Trends in Testing Electronic Products by Simulation During Design Using Programmable Rules, Circuit Analysis and AIBot, Yizhak / Segal, Amir et al. | 2024
- 1
-
Reliability Analysis of Interdependent Stochastic-Flow NetworksChowdhury, Risat Rimi / Yadav, Om Prakash / Limon, Shah M et al. | 2024
- 1
-
Use and Misuse of Reliability Analyses for Unmanned Spacecraft MissionsDawson, Jeffrey W. et al. | 2024
- 1
-
Investigating Practical Orthogonality Deviations in RSM for Optimized Predictive Reliability ModelingArndt, Marco / Dazer, Martin et al. | 2024
- 1
-
Assessing Sustainment and Mission Impacts Associated with Next Generation Aviation SystemsChary, Geetha V. / Brady, Shawn P. / Wayne, Martin R. / Mortin, David E. et al. | 2024
- 1
-
A Case Study on an End-to-End Safety Risk Management ProcessYellamati, David Deepak / Goktas, Yavuz / Hu, Yunwei et al. | 2024
- 1
-
Maximum Likelihood Estimation with the Two-Parameter Exponential Model and Interval-Censored DataSpivey, Michael Z. et al. | 2024
- 1
-
Efficient Real-Time Continuous Classification Learning and Fault-Tolerant ComputingYin, Meng-Lai et al. | 2024
- 1
-
Exploratory Data Analysis for Failure Detection and Isolation in Complex SystemsZaman, Navid / Jun, You-Jung / Chan, Daniel et al. | 2024
- 1
-
FMEA & FTA Integration in MBSE Approach for Healthcare Systems & SolutionsParlatan, Firat / van der Burgt, Olaf et al. | 2024
- 1
-
Integrating R&M Throughout UAF, Case Study: NASA InfrastructureHeidary, Roohollah / Williams, Jesse / Rao, Jubilee Parsad / Pinon Fischer, Olivia J. / Duncan, Scott / Dosberg, Matthew W. et al. | 2024
- 1
-
Boosting Warranty Data Analysis with Natural Language AI AlgorithmsVerdinelli, Fabio / Thomas, Mathew et al. | 2024
- 1
-
Assuring Reliability of Autonomous Commercial Drones in the National AirspaceLitton, Matthew L. / Drusinsky, Doron / Michael, James B. et al. | 2024
- 1
-
Pre-Mature Reliability Degradation of 5G Network Electronics in Unknown Hostile EnvironmentTan, Cher Ming / Wang, Steve / Xiong, Josh MP / Shih, Eloise CY et al. | 2024
- 1
-
Use of Reliability Assessment Techniques to Verify Weld PerformanceGissler, Bob / Shrivastava, Pankaj et al. | 2024
- 1
-
An STPA-Based Analysis of Automated Driving Systems Fleet Maintenance ActivitiesCorrea-Jullian, Camila / Ramos, Marilia A. / Mosleh, Ali / Ma, Jiaqi et al. | 2024
- 1
-
Software Error Classification and Dependency Assessment for NASA MissionsMeshkat, Leila / Chang, Daniel / Shi, Ying et al. | 2024
- 1
-
Root Cause Analysis of Intermittent Digital System Reset and Its Reliability EvaluationTan, Cher Ming / Wang, Steve / Huang, Shawn LH / Xiong, Josh MP / Luo, Henry YH / Pandey, Vimal Kant et al. | 2024
- 1
-
A Meta-Analysis of Miner's RuleCurtis, Lance R. / Ayyub, Bilal M. et al. | 2024
- 1
-
Hybrid-AI Approach to Health Monitoring of Vehicle Control SystemLu, Kenneth / Hiett, Margarita / Cross, Ernest Vincent / Reposa, Michael / Kain, Aron / Davis, Erik et al. | 2024
- 1
-
Impact of AI-Assisted System on Vehicle Maintenance: A System Dynamics ApproachLi, Wei / Li, Guoyan / Kamarthi, Sagar et al. | 2024
- 1
-
Multitask Modeling for Reliability Analysis and Design with Partial InformationXu, Yanwen / Wu, Yulun / Li, Yumeng / Wang, Pingfeng et al. | 2024
- 1
-
Reliability Focused Six Sigma ApproachUrdhwareshe, Hemant / Prabhu, Chetan et al. | 2024
- 1
-
Redundancy: How Many Unreliable Spares are Needed for High Reliability and Confidence?Jones, Harry W. et al. | 2024
- 1
-
Spare Policy Identification for Enhancing Material Management through Stock Holding Policy ProgramPriyantomo, Agustinus A. / Wirawan, Nanda A. / Ramadhan, Ericcson. / Harry, Fadli. et al. | 2024
- 1
-
Challenges Faced In Electric Vehicle AdoptionJanasak, Keith M. et al. | 2024
- 1
-
Statistical Estimation of the Minimal Resistance Threshold. Case Study of Automotive Heat ExchangersBonato, Marco / Pierrat, Lambert et al. | 2024
- 1
-
Early Detection of Failure in Solid State Devices Using 4 Corner Targeted TestingRajagopalan, Ayswarya / Guerke, Bradley / Yang, Jimmy Jun-Min et al. | 2024