Shahram Sarkani

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Intrusion Detection

Risk Assessment

Reinforcement Learning

Top Venues

Expert Syst. Appl.

Inf. Softw. Technol.

Publications

Melanie Ehrenberg, Shahram Sarkani, Thomas A. Mazzuchi
Python source code vulnerability detection with named entity recognition. Comput. Secur. 140 (2024)
Chris Swickline, Thomas A. Mazzuchi, Shahram Sarkani
A methodology for developing SoS architectures using SysML model federation. Syst. Eng. 27 (2) (2024)
Jie J. W. Wu, Thomas A. Mazzuchi, Shahram Sarkani
A multi-objective evolutionary approach towards automated online controlled experiments. J. Syst. Softw. 203 (2023)
Jie J. W. Wu, Thomas A. Mazzuchi, Shahram Sarkani
Comparison of multi-criteria decision-making methods for online controlled experiments in a launch decision-making framework. Inf. Softw. Technol. 155 (2023)
Daniel J. Veit, Thomas A. Mazzuchi, Shahram Sarkani
Measuring and Architecting System Resilience Through Trade Study Analysis. IEEE Syst. J. 17 (1) (2023)
Mark Joseph Calafut, Thomas A. Mazzuchi, Shahram Sarkani
Effective R&D Decision Making in Competitive Environments: A Quantitative Framework. IEEE Trans. Engineering Management 70 (6) (2023)
Alexander Laun, Thomas A. Mazzuchi, Shahram Sarkani
Conceptual data model for system resilience characterization. Syst. Eng. 25 (2) (2022)
Everett Oliver, Thomas A. Mazzuchi, Shahram Sarkani
A resilience systemic model for assessing critical supply chain disruptions. Syst. Eng. 25 (5) (2022)
Vijay Raghavan, Thomas A. Mazzuchi, Shahram Sarkani
An improved real time detection of data poisoning attacks in deep learning vision systems. Discov. Artif. Intell. 2 (1) (2022)
Joel Goodman, Shahram Sarkani, Thomas A. Mazzuchi
A Generative Approach to Open Set Recognition Using Distance-Based Probabilistic Anomaly Augmentation. IEEE Access 10 (2022)
Myron Boyd, Thomas A. Mazzuchi, Shahram Sarkani
Preliminary Evolutionary Network Model for Efficient Collaboration in Systems-of-Systems. TE (2022)
Myron Boyd, Thomas A. Mazzuchi, Shahram Sarkani
Coevolutionary Network Model for Efficient Collaboration in Systems-of-Systems. SoSE (2022)
Don Barrett, Thomas A. Mazzuchi, Shahram Sarkani
A quantitative comparison of the effects of modeling approaches on system verification using a controlled challenge problem. Requir. Eng. 26 (4) (2021)
William J. Zywiec, Thomas A. Mazzuchi, Shahram Sarkani
Analysis of process criticality accident risk using a metamodel-driven Bayesian network. Reliab. Eng. Syst. Saf. 207 (2021)
Hassan Robert Liaghati, Thomas A. Mazzuchi, Shahram Sarkani
Utilizing a maximin optimization approach to maximize system resiliency. Syst. Eng. 24 (3) (2021)
Matthew Robinson, Shahram Sarkani, Thomas A. Mazzuchi
Network structure and requirements crowdsourcing for OSS projects. Requir. Eng. 26 (4) (2021)
John T. J. Mathieson, Thomas A. Mazzuchi, Shahram Sarkani
The Systems Engineering DevOps Lemniscate and Model-Based System Operations. IEEE Syst. J. 15 (3) (2021)
Joel Goodman, Shahram Sarkani, Thomas A. Mazzuchi
Distance-based Probabilistic Data Augmentation for Synthetic Minority Oversampling. Trans. Data Sci. 2 (4) (2021)
Vijaya Kumar Eluri, Thomas A. Mazzuchi, Shahram Sarkani
Predicting long-time contributors for GitHub projects using machine learning. Inf. Softw. Technol. 138 (2021)
Ying Zhou, Thomas A. Mazzuchi, Shahram Sarkani
M-AdaBoost-A based ensemble system for network intrusion detection. Expert Syst. Appl. 162 (2020)
Andre Douglas, Thomas A. Mazzuchi, Shahram Sarkani
A stakeholder framework for evaluating the -ilities of autonomous behaviors in complex adaptive systems. Syst. Eng. 23 (5) (2020)
Dewanne M. Phillips, Thomas A. Mazzuchi, Shahram Sarkani
An architecture, system engineering, and acquisition approach for space system software resiliency. Inf. Softw. Technol. 94 (2018)
Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani
Many-objective stochastic path finding using reinforcement learning. Expert Syst. Appl. 72 (2017)
Stuart H. Young, Thomas A. Mazzuchi, Shahram Sarkani
A Framework for Predicting Future System Performance in Autonomous Unmanned Ground Vehicles. IEEE Trans. Syst. Man Cybern. Syst. 47 (7) (2017)
Melissa Garber, Shahram Sarkani, Thomas A. Mazzuchi
A Framework for Multiobjective Decision Management with Diverse Stakeholders. Syst. Eng. 20 (4) (2017)
Jamieson Gump, Thomas A. Mazzuchi, Shahram Sarkani
An Architecture for Agile Systems Engineering of Secure Commercial Off-the-Shelf Mobile Communications. Syst. Eng. 20 (1) (2017)
Blake Roberts, Thomas A. Mazzuchi, Shahram Sarkani
Engineered Resilience for Complex Systems as a Predictor for Cost Overruns. Syst. Eng. 19 (2) (2016)
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
Risk Assessment for a National Renewable Energy Target Part II: Employing the Model. IEEE Syst. J. 10 (2) (2016)
Edward M. DeVilliers, Shahram Sarkani, Thomas A. Mazzuchi
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. 12 (3-4) (2015)
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
Risk Assessment for a National Renewable Energy Target Part I: Developing the Model. IEEE Syst. J. 9 (3) (2015)
Daniel R. Katz, Shahram Sarkani, Thomas A. Mazzuchi, Edmund H. Conrow
The Relationship of Technology and Design Maturity to DoD Weapon System Cost Change and Schedule Change During Engineering and Manufacturing Development. Syst. Eng. 18 (1) (2015)
Joseph Siryani, Thomas A. Mazzuchi, Shahram Sarkani
Framework Using Bayesian Belief Networks for Utility Effective Management and Operations. BigDataService (2015)
Justin M. Rettaliata, Thomas A. Mazzuchi, Shahram Sarkani
Identifying requirement attributes for materiel and non-materiel solution sets utilizing discrete choice models. Inf. Knowl. Syst. Manag. 12 (3-4) (2015)
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
A Measure of Systems Engineering Effectiveness in Acquisition of Complex Information Systems: A Bayesian Belief Network Approach. IEEE Syst. J. 9 (2) (2015)
Michael W. Grenn, Shahram Sarkani, Thomas A. Mazzuchi
A Theory of Information Quality and its Implementation in Systems Engineering. IEEE Syst. J. 9 (4) (2015)
Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani
Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement Learning. ICMLA (2015)
Ehsan Naranji, Shahram Sarkani, Thomas A. Mazzuchi
Reducing Human/Pilot Errors in Aviation Using Augmented Cognition and Automation Systems in Aircraft Cockpit. AIS Trans. Hum. Comput. Interact. 7 (2) (2015)
John M. Fossaceca, Thomas A. Mazzuchi, Shahram Sarkani
MARK-ELM: Application of a novel Multiple Kernel Learning framework for improving the robustness of Network Intrusion Detection. Expert Syst. Appl. 42 (8) (2015)
Jason R. Dever, Thomas A. Mazzuchi, Shahram Sarkani, Matthew J. Mihalcin, Alex Loewenthal
The Applicability of Statistical Process Control to Systems Involving People Processes and Business Rhythms. Syst. Eng. 17 (2) (2014)
Todd G. Pobiak, Thomas A. Mazzuchi, Shahram Sarkani
Creating a Proactive Obsolescence Management System Framework through the Systems Engineering Continuum. Syst. Eng. 17 (2) (2014)
Carlton E. Sapp, Thomas A. Mazzuchi, Shahram Sarkani
Rationalising Business Intelligence Systems and Explicit Knowledge Objects: Improving Evidence-Based Management in Government Programs. J. Inf. Knowl. Manag. 13 (2) (2014)
Michael W. Grenn, Shahram Sarkani, Thomas A. Mazzuchi
The Requirements Entropy Framework in Systems Engineering. Syst. Eng. 17 (4) (2014)
Justin W. Eggstaff, Thomas A. Mazzuchi, Shahram Sarkani
The Development of Progress Plans Using a Performance-Based Expert Judgment Model to Assess Technical Performance and Risk. Syst. Eng. 17 (4) (2014)
Jessica Ryan, Shahram Sarkani, Thomas A. Mazzuchi
Leveraging Variability Modeling Techniques for Architecture Trade Studies and Analysis. Syst. Eng. 17 (1) (2014)
Ralph LaBarge, Thomas A. Mazzuchi, Shahram Sarkani
An automated system for rapid and secure device sanitization. Comput. Secur. 42 (2014)
Matthew J. Mihalcin, Thomas A. Mazzuchi, Shahram Sarkani, Jason R. Dever
Quality Control - An Approach Applying Multivariate Control Charts during the Operation of Systems Involving Human Processes. Syst. Eng. 17 (2) (2014)
Gabriel Lopez, Thomas A. Mazzuchi, Shahram Sarkani
The Role of System-Thinking Development and Experiential Learning on Enterprise Transformation. J. Inf. Knowl. Manag. 13 (3) (2014)
Justin W. Eggstaff, Thomas A. Mazzuchi, Shahram Sarkani
The effect of the number of seed variables on the performance of Cooke′s classical model. Reliab. Eng. Syst. Saf. 121 (2014)
Bereket Tanju, Shahram Sarkani, Thomas A. Mazzuchi, Joseph Perkowski, Zachary Brong, Kaatrin Netherton
Precise At-sea Ship System for Indoor Outdoor Navigation (PASSION) Augmentation Using Bluetooth Low Energy. Int. J. Wirel. Networks Broadband Technol. 3 (4) (2014)
Charlotte Mitcham Farmer, Thomas A. Mazzuchi, Shahram Sarkani
Integrating Acquisition Strategy and PMO Capability: A Catalyst for Defense Systems Engineering Transformation. CSER (2014)
James D. Moreland Jr., Shahram Sarkani, Thomas A. Mazzuchi
Service-Oriented Architecture (SOA) Instantiation within a Hard Real-Time, Deterministic Combat System Environment. Syst. Eng. 17 (3) (2014)
Stuart H. Young, Thomas A. Mazzuchi, Shahram Sarkani
A Model-based Framework for Predicting Performance in Self-adaptive Systems. CSER (2014)
Eileen A. Bjorkman, Shahram Sarkani, Thomas A. Mazzuchi
Test and Evaluation Resource Allocation Using Uncertainty Reduction. IEEE Trans. Engineering Management 60 (3) (2013)
Kenneth R. Shelby, Thomas A. Mazzuchi, Shahram Sarkani
Tacit knowledge mobilization effect due to information structure. Inf. Knowl. Syst. Manag. 12 (2) (2013)
Jayneel Patel, Shahram Sarkani, Thomas A. Mazzuchi
Knowledge based data center capacity reduction using sensitivity analysis on causal Bayesian belief network. Inf. Knowl. Syst. Manag. 12 (2) (2013)
Daniel R. Georgiadis, Thomas A. Mazzuchi, Shahram Sarkani
Using multi criteria decision making in analysis of alternatives for selection of enabling technology. Syst. Eng. 16 (3) (2013)
Eileen A. Bjorkman, Shahram Sarkani, Thomas A. Mazzuchi
Using model-based systems engineering as a framework for improving test and evaluation activities. Syst. Eng. 16 (3) (2013)
Gary A. Sanders, Shahram Sarkani, Thomas A. Mazzuchi
High consequence systems phenomenological characterization: A tutorial. Syst. Eng. 16 (4) (2013)
John Wood, Shahram Sarkani, Thomas A. Mazzuchi, Timothy Eveleigh
A framework for capturing the hidden stakeholder system. Syst. Eng. 16 (3) (2013)
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
Positive Deviance Approach for Identifying Next-Generation System Engineering Best Practices. CSER (2013)
John P. Sahlin, Shahram Sarkani, Thomas A. Mazzuchi
Enterprise Consolidation for DoD Using AdvancedTCA. IEEE Trans. Syst. Man Cybern. Syst. 43 (5) (2013)
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
A measure of systems engineering effectiveness in government acquisition of complex information systems. SysCon (2013)
Steven Doskey, Thomas A. Mazzuchi, Shahram Sarkani
Exploring systems engineering patterns in government acquisition of complex information systems. Inf. Knowl. Syst. Manag. 12 (2) (2013)
Kim Davis, Thomas A. Mazzuchi, Shahram Sarkani
Architecting technology transitions: A sustainability-oriented sociotechnical approach. Syst. Eng. 16 (2) (2013)
Eileen McConkie, Thomas A. Mazzuchi, Shahram Sarkani, David J. Marchette
Mathematical properties of System Readiness Levels. Syst. Eng. 16 (4) (2013)
Shahram Sarkani, Thomas A. Mazzuchi, Jordan Fletcher
Improving technology acceptance modelling for developing communities using a systems engineering approach. Int. J. Serv. Technol. Manag. 19 (1/2/3) (2013)
Marco Segura, Shahram Sarkani, Thomas A. Mazzuchi
Effects of geographic and demographic dispersion on the performance of systems engineering teams. Inf. Knowl. Syst. Manag. 12 (2) (2013)
Timothy D. Blackburn, Thomas A. Mazzuchi, Shahram Sarkani
Using a TRIZ framework for systems engineering trade studies. Syst. Eng. 15 (3) (2012)
Nargis Hossain, Shahram Sarkani, Thomas A. Mazzuchi
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 (2012)
Levent Koc, Thomas A. Mazzuchi, Shahram Sarkani
A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier. Expert Syst. Appl. 39 (18) (2012)
Santia M. Davis, Shahram Sarkani, Thomas A. Mazzuchi
A Systematic Approach to Identifying Engineering Generational Knowledge Transfer Boundaries. J. Inf. Knowl. Manag. 11 (3) (2012)
Luay Assidmi, Shahram Sarkani, Thomas A. Mazzuchi
A Systems Thinking Approach to Cost Growth in DoD Weapon Systems. IEEE Syst. J. 6 (3) (2012)
Bill A. Olson, Thomas A. Mazzuchi, Shahram Sarkani, Kevin Forsberg
Problem management process, filling the gap in the systems engineering processes between the risk and opportunity processes. Syst. Eng. 15 (3) (2012)
Parisa Grayeli, Shahram Sarkani, Thomas A. Mazzuchi
Performance Analysis of IPv6 Transition Mechanisms over MPLS. Int. J. Commun. Networks Inf. Secur. 4 (2) (2012)
Rikin Thakker, Shahram Sarkani, Thomas A. Mazzuchi
A system dynamics approach to demand and allocation of wireless spectrum for mobile communication. CSER (2012)
Joseph W. Nowak, Shahram Sarkani, Thomas A. Mazzuchi
Preliminary Systems Engineering Risk Assessment to Attain National Renewable Energy Generation Targets. CSER (2012)
Jacqueline H. Hall, Shahram Sarkani, Thomas A. Mazzuchi
Impacts of Organizational Capabilities In Information Security. Inf. Manag. Comput. Secur. 19 (3) (2011)
Mark Silbert, Shahram Sarkani, Thomas A. Mazzuchi
Comparing the state estimates of a Kalman filter to a perfect IMM against a maneuvering target. FUSION (2011)
Nazanin Azizian, Thomas A. Mazzuchi, Shahram Sarkani, David F. Rico
A framework for evaluating technology readiness, system quality, and program performance of U.S. DoD acquisitions. Syst. Eng. 14 (4) (2011)
Jennifer Coyle Byrne, Shahram Sarkani, Thomas A. Mazzuchi
Statistical modeling of optical neural transduction. SpringSim (ANSS) (2011)
Santia M. Davis, Shahram Sarkani, Thomas A. Mazzuchi
What's at STEAK? Exploring engineering methodologies to identify existing generational boundaries impeding the strategic transfer of engineering and architectural knowledge (STEAK). CSCWD (2011)
Erton S. Boci, Shahram Sarkani, Thomas A. Mazzuchi
Development of a Complex Geospatial/RF Design Model in Support of Service Volume Engineering Design. Int. J. Interdiscip. Telecommun. Netw. 3 (1) (2011)
Mike Engle, Shahram Sarkani, Thomas A. Mazzuchi
Technical maturity evaluations for sensor fusion technologies. AIPR (2009)
M. J. Flynn, Shahram Sarkani, Thomas A. Mazzuchi
Regression Analysis of Automatic Measurement Systems. IEEE Trans. Instrum. Meas. 58 (10) (2009)
Christopher J. Willy, William J. J. Roberts, Thomas A. Mazzuchi, Shahram Sarkani
On Recursive MMPP Parameter Estimation. IEEE Signal Process. Lett. 15 (2008)
Cornel Bunea, Thomas A. Mazzuchi, Shahram Sarkani, Hai-Chin Chang
Application of modern reliability database techniques to military system data. Reliab. Eng. Syst. Saf. 93 (1) (2008)
Timothy Eveleigh, Thomas A. Mazzuchi, Shahram Sarkani
Spatially-aware systems engineering design modeling applied to natural hazard vulnerability assessment. Syst. Eng. 10 (3) (2007)
Jason S. Seibel, Thomas A. Mazzuchi, Shahram Sarkani
Same vendor, version-to-version upgrade decision support model for commercial off-the-shelf productivity applications. Syst. Eng. 9 (4) (2006)