Thomas A. Mazzuchi

115 papers C 3Misc 3Journal 95Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fairness-Optimized Dynamic Aggregation (FODA): A novel approach to equitable federated learning in heterogeneous environments.
Expert Syst. Appl.
Ziyan Liu, Thomas A. Mazzuchi, Shahram Sarkani
2026 J jnl
Post-Quantum Software Updates with Stateful Hash-Based Signatures and The Update Framework.
IEEE Secur. Priv.
Brian Romansky, Shahram Sarkani, Thomas A. Mazzuchi
2026 J jnl
Risk Model for Choosing Signature Thresholds for Software Updates.
IEEE Open J. Comput. Soc.
Brian Romansky, Thomas A. Mazzuchi, Shahram Sarkani
2025 J jnl
Enhancing Agile Development Programs With Model-Based Systems Engineering for Efficient Status Metrics Generation.
IEEE Trans. Engineering Management
Heather M. LoCrasto, Thomas A. Mazzuchi, Shahram Sarkani
2025 J jnl
Mitigating Cybersecurity Risks in Grids With a High Penetration of Distributed Renewables.
IET Cyper-Phys. Syst.: Theory & Appl.
Matthew Benjamin Green, Shahram Sarkani, Thomas A. Mazzuchi
2025 J jnl
State Machine Model for The Update Framework (TUF).
CoRR
Brian Romansky, Thomas A. Mazzuchi, Shahram Sarkani
2025 J jnl
Stateful Hash-Based Signature (SHBS) Benchmark Data for XMSS and LMS.
CoRR
Brian Romansky, Thomas A. Mazzuchi, Shahram Sarkani
2025 — conf
Study of Deep learning Architectures for Network Intrusion Detection.
ACM Southeast Regional Conference
Bimal Parakkal, Thomas A. Mazzuchi, Shahram Sarkani
2024 J jnl
A Bayesian generalized Eyring-Weibull accelerated life testing model.
Qual. Reliab. Eng. Int.
Neill Smit, Lizanne Raubenheimer, Thomas A. Mazzuchi, Refik Soyer
2024 J jnl
A methodology for developing SoS architectures using SysML model federation.
Syst. Eng.
Chris Swickline, Thomas A. Mazzuchi, Shahram Sarkani
2024 J jnl
Python source code vulnerability detection with named entity recognition.
Comput. Secur.
Melanie Ehrenberg, Shahram Sarkani, Thomas A. Mazzuchi
2023 J jnl
A multi-objective evolutionary approach towards automated online controlled experiments.
J. Syst. Softw.
Jie JW Wu, Thomas A. Mazzuchi, Shahram Sarkani
2023 J jnl
Comparison of multi-criteria decision-making methods for online controlled experiments in a launch decision-making framework.
Inf. Softw. Technol.
Jie JW Wu, Thomas A. Mazzuchi, Shahram Sarkani
2023 J jnl
Effective R&D Decision Making in Competitive Environments: A Quantitative Framework.
IEEE Trans. Engineering Management
Mark Joseph Calafut, Thomas A. Mazzuchi, Shahram Sarkani
2023 J jnl
Measuring and Architecting System Resilience Through Trade Study Analysis.
IEEE Syst. J.
Daniel J. Veit, Thomas A. Mazzuchi, Shahram Sarkani
2022 J jnl
A Generative Approach to Open Set Recognition Using Distance-Based Probabilistic Anomaly Augmentation.
IEEE Access
Joel Goodman, Shahram Sarkani, Thomas A. Mazzuchi
2022 J jnl
A resilience systemic model for assessing critical supply chain disruptions.
Syst. Eng.
Everett Oliver, Thomas A. Mazzuchi, Shahram Sarkani
2022 J jnl
An improved real time detection of data poisoning attacks in deep learning vision systems.
Discov. Artif. Intell.
Vijay Raghavan, Thomas A. Mazzuchi, Shahram Sarkani
2022 — conf
Coevolutionary Network Model for Efficient Collaboration in Systems-of-Systems.
SoSE
Myron Boyd, Thomas A. Mazzuchi, Shahram Sarkani
2022 J jnl
Conceptual data model for system resilience characterization.
Syst. Eng.
Alexander Laun, Thomas A. Mazzuchi, Shahram Sarkani
2022 — conf
Preliminary Evolutionary Network Model for Efficient Collaboration in Systems-of-Systems.
TE
Myron Boyd, Thomas A. Mazzuchi, Shahram Sarkani
2021 J jnl
A quantitative comparison of the effects of modeling approaches on system verification using a controlled challenge problem.
Requir. Eng.
Don Barrett, Thomas A. Mazzuchi, Shahram Sarkani
2021 J jnl
Analysis of process criticality accident risk using a metamodel-driven Bayesian network.
Reliab. Eng. Syst. Saf.
William J. Zywiec, Thomas A. Mazzuchi, Shahram Sarkani
2021 J jnl
Distance-based Probabilistic Data Augmentation for Synthetic Minority Oversampling.
Trans. Data Sci.
Joel Goodman, Shahram Sarkani, Thomas A. Mazzuchi
2021 J jnl
Network structure and requirements crowdsourcing for OSS projects.
Requir. Eng.
Matthew Robinson, Shahram Sarkani, Thomas A. Mazzuchi
2021 J jnl
Predicting long-time contributors for GitHub projects using machine learning.
Inf. Softw. Technol.
Vijaya Kumar Eluri, Thomas A. Mazzuchi, Shahram Sarkani
2021 J jnl
The Systems Engineering DevOps Lemniscate and Model-Based System Operations.
IEEE Syst. J.
John T. J. Mathieson, Thomas A. Mazzuchi, Shahram Sarkani
2021 J jnl
Utilizing a maximin optimization approach to maximize system resiliency.
Syst. Eng.
Hassan Robert Liaghati, Thomas A. Mazzuchi, Shahram Sarkani
2020 J jnl
A stakeholder framework for evaluating the -ilities of autonomous behaviors in complex adaptive systems.
Syst. Eng.
Andre Douglas, Thomas A. Mazzuchi, Shahram Sarkani
2020 J jnl
M-AdaBoost-A based ensemble system for network intrusion detection.
Expert Syst. Appl.
Ying Zhou, Thomas A. Mazzuchi, Shahram Sarkani
2020 — conf
Validating Social Media Monitoring: Statistical Pitfalls and Opportunities from Public Opinion.
SBP-BRiMS
Michael C. Smith, Thomas A. Mazzuchi, David A. Broniatowski
2019 J jnl
Bayesian-model averaging using MCMCBayes for web-browser vulnerability discovery.
Reliab. Eng. Syst. Saf.
Reuben Johnston, Shahryar Sarkani, Thomas A. Mazzuchi, Thomas H. Holzer, Timothy Eveleigh
2018 J jnl
An architecture, system engineering, and acquisition approach for space system software resiliency.
Inf. Softw. Technol.
Dewanne M. Phillips, Thomas A. Mazzuchi, Shahram Sarkani
2018 J jnl
Multivariate models using MCMCBayes for web-browser vulnerability discovery.
Reliab. Eng. Syst. Saf.
Reuben Johnston, Shahryar Sarkani, Thomas A. Mazzuchi, Thomas H. Holzer, Timothy Eveleigh
2017 J jnl
A Framework for Multiobjective Decision Management with Diverse Stakeholders.
Syst. Eng.
Melissa Garber, Shahram Sarkani, Thomas A. Mazzuchi
2017 J jnl
A Framework for Predicting Future System Performance in Autonomous Unmanned Ground Vehicles.
IEEE Trans. Syst. Man Cybern. Syst.
Stuart H. Young, Thomas A. Mazzuchi, Shahram Sarkani
2017 J jnl
An Architecture for Agile Systems Engineering of Secure Commercial Off-the-Shelf Mobile Communications.
Syst. Eng.
Jamieson Gump, Thomas A. Mazzuchi, Shahram Sarkani
2017 J jnl
Many-objective stochastic path finding using reinforcement learning.
Expert Syst. Appl.
Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani
2016 J jnl
Engineered Resilience for Complex Systems as a Predictor for Cost Overruns.
Syst. Eng.
Blake Roberts, Thomas A. Mazzuchi, Shahram Sarkani
2016 J jnl
Risk Assessment for a National Renewable Energy Target Part II: Employing the Model.
IEEE Syst. J.
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
2015 J jnl
A Measure of Systems Engineering Effectiveness in Acquisition of Complex Information Systems: A Bayesian Belief Network Approach.
IEEE Syst. J.
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
2015 J jnl
A Theory of Information Quality and its Implementation in Systems Engineering.
IEEE Syst. J.
Michael W. Grenn, Shahram Sarkani, Thomas A. Mazzuchi
2015 J jnl
An integrated cost and performance model to inform capability selection during early-phase systems engineering: Case analysis and multi-objective optimization.
Inf. Knowl. Syst. Manag.
Edward M. DeVilliers, Shahram Sarkani, Thomas A. Mazzuchi
2015 — conf
Framework Using Bayesian Belief Networks for Utility Effective Management and Operations.
BigDataService
Joseph Siryani, Thomas A. Mazzuchi, Shahram Sarkani
2015 J jnl
Identifying requirement attributes for materiel and non-materiel solution sets utilizing discrete choice models.
Inf. Knowl. Syst. Manag.
Justin M. Rettaliata, Thomas A. Mazzuchi, Shahram Sarkani
2015 J jnl
MARK-ELM: Application of a novel Multiple Kernel Learning framework for improving the robustness of Network Intrusion Detection.
Expert Syst. Appl.
John M. Fossaceca, Thomas A. Mazzuchi, Shahram Sarkani
2015 C conf
Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement Learning.
ICMLA
Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani
2015 J jnl
Reducing Human/Pilot Errors in Aviation Using Augmented Cognition and Automation Systems in Aircraft Cockpit.
AIS Trans. Hum. Comput. Interact.
Ehsan Naranji, Shahram Sarkani, Thomas A. Mazzuchi
2015 J jnl
Risk Assessment for a National Renewable Energy Target Part I: Developing the Model.
IEEE Syst. J.
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
2015 J jnl
The Relationship of Technology and Design Maturity to DoD Weapon System Cost Change and Schedule Change During Engineering and Manufacturing Development.
Syst. Eng.
Daniel R. Katz, Shahram Sarkani, Thomas A. Mazzuchi, Edmund H. Conrow
2014 — conf
A Model-based Framework for Predicting Performance in Self-adaptive Systems.
CSER
Stuart H. Young, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
An automated system for rapid and secure device sanitization.
Comput. Secur.
Ralph LaBarge, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
Creating a Proactive Obsolescence Management System Framework through the Systems Engineering Continuum.
Syst. Eng.
Todd G. Pobiak, Thomas A. Mazzuchi, Shahram Sarkani
2014 — conf
Integrating Acquisition Strategy and PMO Capability: A Catalyst for Defense Systems Engineering Transformation.
CSER
Charlotte Mitcham Farmer, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
Leveraging Variability Modeling Techniques for Architecture Trade Studies and Analysis.
Syst. Eng.
Jessica Ryan, Shahram Sarkani, Thomas A. Mazzuchi
2014 J jnl
Precise At-sea Ship System for Indoor Outdoor Navigation (PASSION) Augmentation Using Bluetooth Low Energy.
Int. J. Wirel. Networks Broadband Technol.
Bereket Tanju, Shahram Sarkani, Thomas A. Mazzuchi, Joseph Perkowski, Zachary Brong, Kaatrin Netherton
2014 J jnl
Quality Control - An Approach Applying Multivariate Control Charts during the Operation of Systems Involving Human Processes.
Syst. Eng.
Matthew J. Mihalcin, Thomas A. Mazzuchi, Shahram Sarkani, Jason R. Dever
2014 J jnl
Rationalising Business Intelligence Systems and Explicit Knowledge Objects: Improving Evidence-Based Management in Government Programs.
J. Inf. Knowl. Manag.
Carlton E. Sapp, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
Service-Oriented Architecture (SOA) Instantiation within a Hard Real-Time, Deterministic Combat System Environment.
Syst. Eng.
James D. Moreland Jr., Shahram Sarkani, Thomas A. Mazzuchi
2014 J jnl
The Applicability of Statistical Process Control to Systems Involving People Processes and Business Rhythms.
Syst. Eng.
Jason R. Dever, Thomas A. Mazzuchi, Shahram Sarkani, Matthew J. Mihalcin, Alex Loewenthal
2014 J jnl
The Development of Progress Plans Using a Performance-Based Expert Judgment Model to Assess Technical Performance and Risk.
Syst. Eng.
Justin W. Eggstaff, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
The Requirements Entropy Framework in Systems Engineering.
Syst. Eng.
Michael W. Grenn, Shahram Sarkani, Thomas A. Mazzuchi
2014 J jnl
The Role of System-Thinking Development and Experiential Learning on Enterprise Transformation.
J. Inf. Knowl. Manag.
Gabriel Lopez, Thomas A. Mazzuchi, Shahram Sarkani
2014 J jnl
The effect of the number of seed variables on the performance of Cooke′s classical model.
Reliab. Eng. Syst. Saf.
Justin W. Eggstaff, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
A framework for capturing the hidden stakeholder system.
Syst. Eng.
John Wood, Shahram Sarkani, Thomas A. Mazzuchi, Timothy Eveleigh
2013 — conf
A measure of systems engineering effectiveness in government acquisition of complex information systems.
SysCon
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
Architecting technology transitions: A sustainability-oriented sociotechnical approach.
Syst. Eng.
Kim Davis, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
Effects of geographic and demographic dispersion on the performance of systems engineering teams.
Inf. Knowl. Syst. Manag.
Marco Segura, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Enterprise Consolidation for DoD Using AdvancedTCA.
IEEE Trans. Syst. Man Cybern. Syst.
John P. Sahlin, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Exploring systems engineering patterns in government acquisition of complex information systems.
Inf. Knowl. Syst. Manag.
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
High consequence systems phenomenological characterization: A tutorial.
Syst. Eng.
Gary A. Sanders, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Improving technology acceptance modelling for developing communities using a systems engineering approach.
Int. J. Serv. Technol. Manag.
Shahram Sarkani, Thomas A. Mazzuchi, Jordan Fletcher
2013 J jnl
Knowledge based data center capacity reduction using sensitivity analysis on causal Bayesian belief network.
Inf. Knowl. Syst. Manag.
Jayneel Patel, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Mathematical properties of System Readiness Levels.
Syst. Eng.
Eileen McConkie, Thomas A. Mazzuchi, Shahram Sarkani, David J. Marchette
2013 — conf
Positive Deviance Approach for Identifying Next-Generation System Engineering Best Practices.
CSER
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
Tacit knowledge mobilization effect due to information structure.
Inf. Knowl. Syst. Manag.
Kenneth R. Shelby, Thomas A. Mazzuchi, Shahram Sarkani
2013 J jnl
Test and Evaluation Resource Allocation Using Uncertainty Reduction.
IEEE Trans. Engineering Management
Eileen A. Bjorkman, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Using model-based systems engineering as a framework for improving test and evaluation activities.
Syst. Eng.
Eileen A. Bjorkman, Shahram Sarkani, Thomas A. Mazzuchi
2013 J jnl
Using multi criteria decision making in analysis of alternatives for selection of enabling technology.
Syst. Eng.
Daniel R. Georgiadis, Thomas A. Mazzuchi, Shahram Sarkani
2012 J jnl
A Systematic Approach to Identifying Engineering Generational Knowledge Transfer Boundaries.
J. Inf. Knowl. Manag.
Santia M. Davis, Shahram Sarkani, Thomas A. Mazzuchi
2012 J jnl
A Systems Thinking Approach to Cost Growth in DoD Weapon Systems.
IEEE Syst. J.
Luay Assidmi, Shahram Sarkani, Thomas A. Mazzuchi
2012 J jnl
A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier.
Expert Syst. Appl.
Levent Koc, Thomas A. Mazzuchi, Shahram Sarkani
2012 — conf
A system dynamics approach to demand and allocation of wireless spectrum for mobile communication.
CSER
Rikin Thakker, Shahram Sarkani, Thomas A. Mazzuchi
2012 J jnl
Performance Analysis of IPv6 Transition Mechanisms over MPLS.
Int. J. Commun. Networks Inf. Secur.
Parisa Grayeli, Shahram Sarkani, Thomas A. Mazzuchi
2012 — conf
Preliminary Systems Engineering Risk Assessment to Attain National Renewable Energy Generation Targets.
CSER
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
2012 J jnl
Problem management process, filling the gap in the systems engineering processes between the risk and opportunity processes.
Syst. Eng.
Bill A. Olson, Thomas A. Mazzuchi, Shahram Sarkani, Kevin Forsberg
2012 J jnl
Quantifying information security risks using expert judgment elicitation.
Comput. Oper. Res.
Julie J. C. H. Ryan, Thomas A. Mazzuchi, Daniel J. Ryan, Juliana Lopez de la Cruz, Roger M. Cooke
2012 — conf
The Integration and Impact of Effective Knowledge Management Systems in the Advancement of the Decision Making Process in Complex Organizations to Realize Economic Growth.
CSER
Nargis Hossain, Shahram Sarkani, Thomas A. Mazzuchi
2012 J jnl
Using a TRIZ framework for systems engineering trade studies.
Syst. Eng.
Timothy D. Blackburn, Thomas A. Mazzuchi, Shahram Sarkani
2011 J jnl
A framework for evaluating technology readiness, system quality, and program performance of U.S. DoD acquisitions.
Syst. Eng.
Nazanin Azizian, Thomas A. Mazzuchi, Shahram Sarkani, David F. Rico
2011 J jnl
Bayesian calculation of optimal burn-in time using the joint criteria of cost and delivered reliability.
Qual. Reliab. Eng. Int.
Selda Kapan Ulusoy, Thomas A. Mazzuchi, Dror Perlstein
2011 C conf
Comparing the state estimates of a Kalman filter to a perfect IMM against a maneuvering target.
FUSION
Mark Silbert, Shahram Sarkani, Thomas A. Mazzuchi
2011 J jnl
Development of a Complex Geospatial/RF Design Model in Support of Service Volume Engineering Design.
Int. J. Interdiscip. Telecommun. Netw.
Erton S. Boci, Shahram Sarkani, Thomas A. Mazzuchi
2011 J jnl
Impacts of Organizational Capabilities In Information Security.
Inf. Manag. Comput. Secur.
Jacqueline H. Hall, Shahram Sarkani, Thomas A. Mazzuchi
2011 — conf
Statistical modeling of optical neural transduction.
SpringSim (ANSS)
Jennifer Coyle-Byrne, Shahram Sarkani, Thomas A. Mazzuchi
2011 C conf
What's at STEAK? Exploring engineering methodologies to identify existing generational boundaries impeding the strategic transfer of engineering and architectural knowledge (STEAK).
CSCWD
Santia M. Davis, Shahram Sarkani, Thomas A. Mazzuchi
2009 J jnl
Regression Analysis of Automatic Measurement Systems.
IEEE Trans. Instrum. Meas.
M. J. Flynn, Shahram Sarkani, Thomas A. Mazzuchi
2009 — conf
Technical maturity evaluations for sensor fusion technologies.
AIPR
Mike Engle, Shahram Sarkani, Thomas A. Mazzuchi
2008 J jnl
A paired comparison experiment for gathering expert judgment for an aircraft wiring risk assessment.
Reliab. Eng. Syst. Saf.
Thomas A. Mazzuchi, William G. Linzey, Armin Bruning
2008 J jnl
Application of modern reliability database techniques to military system data.
Reliab. Eng. Syst. Saf.
Cornel Bunea, Thomas A. Mazzuchi, Shahram Sarkani, Hai-Chin Chang
2008 J jnl
On Recursive MMPP Parameter Estimation.
IEEE Signal Process. Lett.
Christopher J. Willy, William J. J. Roberts, Thomas A. Mazzuchi, Shahram Sarkani
2008 J jnl
Response to comments by Professor O'Hagan.
Reliab. Eng. Syst. Saf.
Thomas A. Mazzuchi
2007 J jnl
Spatially-aware systems engineering design modeling applied to natural hazard vulnerability assessment.
Syst. Eng.
Timothy Eveleigh, Thomas A. Mazzuchi, Shahram Sarkani
2006 J jnl
A Bayesian paired comparison approach for relative accident probability assessment with covariate information.
Eur. J. Oper. Res.
P. Szwed, Johan René van Dorp, Jason R. W. Merrick, Thomas A. Mazzuchi, Amita Singh
2006 J jnl
Same vendor, version-to-version upgrade decision support model for commercial off-the-shelf productivity applications.
Syst. Eng.
Jason S. Seibel, Thomas A. Mazzuchi, Shahram Sarkani
2005 J jnl
A general Bayes weibull inference model for accelerated life testing.
Reliab. Eng. Syst. Saf.
Johan René van Dorp, Thomas A. Mazzuchi
2004 Misc conf
Analyzing Skill-Based Routing Call Centers Using Discrete-Event Simulation and Design Experiment.
WSC
Thomas A. Mazzuchi, Rodney B. Wallace
2003 J jnl
A Bayesian Semiparametric Analysis of the Reliability and Maintenance of Machine Tools.
Technometrics
Jason R. W. Merrick, Refik Soyer, Thomas A. Mazzuchi
2003 J jnl
A traffic density analysis of proposed ferry service expansion in San Francisco Bay using a maritime simulation model.
Reliab. Eng. Syst. Saf.
Jason R. W. Merrick, Johan René van Dorp, Joseph P. Blackford, Gregory L. Shaw, Jack Harrald, Thomas A. Mazzuchi
2003 Misc conf
Simulation of large networks: propagation of uncertainty in a simulation-based maritime risk assessment model utilizing Bayesian simulation techniques.
WSC
Jason R. W. Merrick, Varun Dinesh, Amita Singh, Johan René van Dorp, Thomas A. Mazzuchi
2002 J jnl
The Prince William Sound Risk Assessment.
Interfaces
Jason R. W. Merrick, Johan René van Dorp, Thomas A. Mazzuchi, John R. Harrald, John E. Spahn, Martha Grabowski
2001 J jnl
Bayesian calculation of cost optimal burn-in test durations for mixed exponential populations.
Reliab. Eng. Syst. Saf.
Dror Perlstein, William H. Jarvis, Thomas A. Mazzuchi
2001 Misc conf
Modeling risk in the dynamic environment of maritime transportation.
WSC
Jason R. W. Merrick, Johan René van Dorp, Thomas A. Mazzuchi, John R. Harrald
2000 J jnl
Risk modeling in distributed, large-scale systems.
IEEE Trans. Syst. Man Cybern. Part A
Martha Grabowski, Jason R. W. Merrick, John R. Harrald, Thomas A. Mazzuchi, Johan René van Dorp
1996 J jnl
A Bayes approach to step-stress accelerated life testing.
IEEE Trans. Reliab.
Johan René van Dorp, Thomas A. Mazzuchi, G. E. Fornell, L. R. Pollock