Jose Ramirez-Marquez (jmarquez)

Jose Ramirez-Marquez

Associate Professor and Division Director of Enterprise Science and Engineering

Charles V. Schaefer, Jr. School of Engineering and Science

Department of Systems Engineering

Babbio Center 548
(201) 216-5541

Education

  • Ph.D. (2004) Rutgers (Industrial and Systems Engineering)

Research

Dr. Ramirez Marquez research efforts focus on three main thrusts:
Urban Informatics Primary research area includes the development of analytics, models, and methods for quantifying, estimating, and improving the performance of urban-based systems. The main focus of research is on computational social systems that involve understanding the relationship between citizens and the city. Concepts of reliability, vulnerability, and resilience/adaptability are explored with a focus on community well-being, equitability and justice, and infrastructure performance.Data Visualization for Decision Making Exploratory research area on the use of visualization techniques as a means to aid decision-making and communication of outcomes. The current focus is on developing appropriate visuals so that “wicked” problems can be solved through a mixture of crowds and machine learning algorithms. This area plays at the interface of human-machine interactions.
AI & ML Techniques This area includes the development of evolutionary optimization approaches, artificial intelligence, and machine learning that can be used for single or multiple objective optimization problems. The primary focus is on urban-based problems but applications to other areas such as architecture are also involved.

General Information

Dr. Ramirez Marquez a former Fulbright Scholar, he holds degrees from Rutgers University in Industrial Engineering (Ph.D. and M.Sc.) and Statistics (M.Sc.) and from Universidad Nacional Autonoma de Mexico in Actuarial Science.

Experience

Dr. Ramirez Marquez has over 25 years experience conducting research. Dr. Ramirez-Marquez has conducted funded research for both private industry and government and, has published over 100 refereed manuscripts in technical journals, book chapters and industry reports.

Institutional Service

  • P&T Member
  • Dcotoral Committee Member
  • P&T Committee Member
  • SSE Academci Council Member
  • ATEAM Member
  • SSE Hiring Committee Member
  • SSE TT Mentor Member
  • APAR Member
  • EM/ISE Committee Member
  • PHD Committee Member
  • Stevens NSF-Aspire Study on Developing More Inclusive and Diverse Faculty Member
  • Women at Stevens Committee Member
  • Dean Zhu Reappointment Committee Member
  • Faculty Senate Member
  • Benefits Committee Member
  • Faculty Senate Member

Professional Service

  • IFORS Scientific Chair
  • IISE Transactions Associate editor
  • RAMS Associate editor

Appointments

Dr. Ramirez Marquez is an Associate Professor at the Department of SystemsEngineering.

Honors and Awards

Davis Memorial Award for Research Excellence,“Ramirez-Marquez, J.E. and B.J. Sauser. (2009). System Development Planning via System Maturity Optimization. IEEE Transactions on Engineering Management. 56(3):533-548”, Stevens Institute of Technology, 2010

Professional Societies

  • Reliability Availability and Maintainability – RAMS Member
  • IISE Member

Grants, Contracts and Funds

SERC WRT-1097: Proposal AI-based DPCAP FAR/DFARS Change Support Tool, PI, October 2024, $54,572
AIRC WRT-1097.18.1: Acquisition Reform Text Analysis Portal, PI, October 2024, $59,000
AIRC WRT-1081 13: Research in Data Science, PI, February 2024 $250,000 Stevens Account# 2103639
Walking to School in Latin America, Volvo Research Foundation, VREF 2024, PI Stevens, with Krstikj Tec de Monterrey, 2024, $4,100
Curricula for Startup Business Operations, Financing, and Intellectual Property Recommendations and Strategies for the Defense Acquisition Workforce and Undergraduate Programs, SERC/AIRC (Sponsor: Defense Acquisition University), PI Stevens on AIRC Sub-Task, WRT-1081.16, 2023 $41,977
Leveraging NLP for Skill Identification and Talent Management in the Department of Defense, AIRC (Sponsor: OUSD (A&S)), Stevens PI on DCTC Sub-Task, WRT-1080, 2023, $83,854
Demonstrating a J-Book Key Word Search Association Proof-of-Concept, Commission on Planning, Programming, Budgeting, and Execution (PPBE) Reform(a legislative advisory committee established under Section 1004 of the National Defense Authorization Act for Fiscal Year 2022, Public Law 117-81, 12/27/2021), (Sponsor: PPBE Commission) Stevens PI on PPBE Commission Sub-Task, WRT-1079, 2023, $41,977
SaTC: CORE: Small: Socio-Technical Approaches for Securing Cyber-Physical Systems from False Claim Attacks, NSF, PI-Stevens, 2023, $80,000
Future Resilient Systems Phase 2, Singapore -ETH Centre (SEC), Co-PI 2019.

Selected Publications

Book Chapter

  1. Ramirez-Marquez, J.; Coit, D. W.; Wattanapongsakorn, N. (2026). Optimal redundancy allocation for systems considering common-cause failures. Safety and Reliability, Volume 2 (pp. 1295--1300). CRC Press.
  2. Tapia, A. G.; Ramirez-Marquez, J. (2021). Understanding collective action through social media-based disaster data analytics. Understanding Disaster Risk (pp. 297--318). Elsevier.
  3. Rocco, C. M.; Ramirez-Marquez, Jos\'e E; Yajure, C\'esar (2014). A non-parametric aggregation technique for identifying critical nodes in a network, using three topology-based cascade models. Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management (pp. 668--676).
  4. Claudio, M.; Rocco, S.; Ramirez-Marquez, J.; Daniel, E.; Salazar, A. (2009). A multiple-objective approach for the vulnerability assessment of infrastructure networks. Reliability, Risk, and Safety, Three Volume Set (pp. 1897--1904). CRC Press.
  5. Ramirez-Marquez, J. (2008). New approaches for reliability design in multistate systems. Handbook of Performability Engineering (pp. 465--476). Springer London London.

Conference Proceeding

  1. de Oliveira Capela, F.; Martinez-Mejorado, D.; Ramirez-Marquez, J. (2022). On the analysis of information resilience and the spread of news. 2022 6th International Conference on System Reliability and Safety (ICSRS) (pp. 343--352).
  2. Gongora-Svartzman, G.; Ramirez-Marquez, J. (2021). Combining Quality of Service and Quality of Experience to Visualize and Analyze City Services. Lecture Notes in Mechanical Engineering (pp. 46-54).
  3. Mejorado, D. M.; Saremi, R.; Yang, Y.; Ramirez-Marquez, J. (2020). Study on patterns and effect of task diversity in software crowdsourcing. Proceedings of the 14th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (pp. 1--10).
  4. Ramirez-Marquez, J. (2020). Study on Patterns and Effect of Task Diversity in Software Crowdsourcing. Empirical Software Engineering and Measurement (ESEM 2020).
  5. Borrelli, D.; Saremi, R.; Vallabhaneni, S.; Pugliese, A.; Shankar, R.; Martinez-Mejorado, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2020). WINS: Web interface for network science via natural language distributed representations. International Conference on Human-Computer Interaction (pp. 614--621).
  6. Mejorado, D. M.; Saremi, R.; Yang, Y.; Ramirez-Marquez, J. (2020). Study on patterns and effect of task diversity in software crowdsourcing. International Symposium on Empirical Software Engineering and Measurement.
  7. Borrelli, D.; Saremi, R.; Vallabhaneni, S.; Pugliese, A.; Shankar, R.; Martinez-Mejorado, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2020). WINS: Web Interface for Network Science via Natural Language Distributed Representations. Communications in Computer and Information Science (vol. 1224 CCIS, pp. 614-621).
  8. Gongora-Svartzman, G.; Ramirez-Marquez, J. (2019). Combining Quality of Service and Quality of Experience to Visualize and Analyze City Services. World Congress on Engineering Asset Management (pp. 46--54).
  9. Babvey, P.; Lipizzi, C.; Ramirez-Marquez, J. (2019). Dissecting twitter discussion threads with topic-aware network visualization. 2019 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 1359--1364).
  10. Hutchison, N.; Tao, H. Y.; Burke, P.; Luna, S.; Zavala, A.; Kothari, S.; Soneji, S.; Ramirez-Marquez, J. (2019). Evolution of the Helix project: From investigating the effectiveness of individual systems engineers to systems engineering organizations. INCOSE International Symposium (1 ed., vol. 29, pp. 652--668).
  11. Svartzman, G. G.; Marquez, J. E. (2019). Listen to the people! Comparing perceived and documented disruptions in public transportation, through quantitative quality of experience, the case study of NYC. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp. 947--952).
  12. Soneji, S.; Zavala, A.; Tao, H. Y.; Burke, P.; Kothari, S.; Luna, S.; Hutchison, N.; Ramirez-Marquez, J. (2019). Text analysis approach to systems engineers’ effectiveness in an organization. 2019 IEEE International Systems Conference (SysCon) (pp. 1--8).
  13. Mejorado, D. A.; Marquez, J. E. (2019). Visual analytics of team performance in online gaming. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp. 3025--3030).
  14. Babvey, P.; Lipizzi, C.; Ramirez-Marquez, J. (2019). Dissecting twitter discussion threads with topic-aware network visualization. Proceedings - 6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019 (pp. 1359-1364).
  15. Tang, D.; Fang, Y.; Zio, E.; Ramirez-Marquez, J. (2019). Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks. Proceedings - 2018 3rd International Conference on System Reliability and Safety, ICSRS 2018 (pp. 130-134).
  16. Tang, D.; Fang, Y.; Zio, E.; Ramirez-Marquez, J. (2018). Analysis of the vulnerability of smart grids to social network-based attacks. 2018 3rd International Conference on System Reliability and Safety (ICSRS) (pp. 130--134).
  17. Yu, Z.; Pepe, K.; Rust, G.; Ramirez-Marquez, J.; Zhang, S.; Bonnet, B. (2017). Patient-provider geographic map: an interactive visualization tool of patients' selection of health care providers. 2017 IEEE Workshop on Visual Analytics in Healthcare (VAHC) (pp. 1--8).
  18. Almoghathawi, Y.; Barker, K.; Ramirez-Marquez, J. (2017). Resilience-based measures for importance ranking of interdependent infrastructure networks components across uncertain disruption scenarios. Proceedings of the 12th international conference on structural safety and reliability (pp. 6--10).
  19. Buenfil, J. R.; Ramirez-Marquez, Jos\'e (2016). Countering improvised explosive devices with adaptive sensor networks. 2016 IEEE symposium on technologies for homeland security (HST) (pp. 1--6).
  20. Yu, Z.; Bonnet, B.; Rust, G.; Zhang, S.; Ramirez-Marquez, J.; Rouse, W. (2016). Using Interactive Visualization to Manage Health Care Access for Medicaid Population. 2016 Annual Research Meeting.
  21. Sharma, V.; Compagnoni, A.; Ramirez-Marquez, J. (2014). Computational modeling of the effects of counterfeit components. Proceedings of the 2014 Summer Simulation Multiconference (pp. 1--8).
  22. Bonnet, B.; Kraus, K.; Ramirez-Marquez, J. (2014). Interactive visualization for optimal placement of public-access AEDs. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) (pp. 231--232).
  23. Baroud, H.; Barker, K.; Ramirez-Marquez, J. (2013). Measures of inland waterway network resilience. INCOSE International Symposium (1 ed., vol. 23, pp. 1354--1367).
  24. Baroud, H.; Barker, K.; Ramirez-Marquez, J.; Rocco, C. (2013). Modeling resilience in infrastructure networks: Inherent costs and interdependent impacts. Proceedings of the 11th International Conference on Structural Safety and Reliability, New York City.
  25. Muaafa, M.; Ramirez-Marquez, Jos\'e Emmanuel (2012). 1.1. 1 Development of Patrolling Schemes for Improved Border Security Performance through an Evolutionary Approach. INCOSE International Symposium (1 ed., vol. 22, pp. 1--12).
  26. Hernandez, I.; Ramirez-Marquez, J. (2012). 5.2. 1 The Facility Location for Emergency Response--A Multi-objective Approach. INCOSE International Symposium (1 ed., vol. 22, pp. 678--692).
  27. Ramirez-Marquez, J.; Rocco, C.; Levitin, G. (2012). Network Protection Against Diverse Attacks-A Multi-objective Perspective. Proceedings of 11th International Probabilistic Safety Assessment and Management Conference--PSAM 11 \& The Annual European Safety and Reliability Conference--ESREL.
  28. Ramirez-Marquez, J.; Rocco, C. M. (2012). Towards a unified framework for network resilience. Proceedings of the Third International Engineering Systems Symposium CESUN (pp. 18--20).
  29. Li, Q.; Sauser, B.; Ramirez-Marquez, J. (2011). Analyzing the influence of Zeroth Responders on resilience of the Maritime Port Enterprise. 2011 IEEE International Systems Conference (pp. 24--27).
  30. Henry, D.; Ramirez-Marquez, J. (2010). 3.1. 1 A generic quantitative approach to resilience: A proposal. INCOSE International Symposium (1 ed., vol. 20, pp. 291--301).
  31. Magnaye, R.; Tan, W.; Ramirez-Marquez, J.; Sauser, B. (2010). Optimization of System Maturity and Equivalent System Mass for Exploration Systems Development Planning. 8th Conference on Systems Engineering Research (JSC-CN-19321 ed.).
  32. Tan, W.; Sauser, B.; Ram\'\irez-M\'arquez, Jose (2009). 7.3. 2 Monte-Carlo Simulation Approach for System Readiness Level Estimation. INCOSE International Symposium (1 ed., vol. 19, pp. 1154--1166).
  33. Doguc, O.; Ramirez-Marquez, J. (2009). An efficient fault diagnosis method for complex system reliability. 7th annual conference on systems engineering research (CSER 2009), Loughborough, UK.
  34. Concho, A.; Ramirez-Marquez, J.; Herald, T. (2009). Functionally Equivalent COTS for Optimal Component Substitution within System Evolution Planning. 7th Annual Conference on Systems Engineering Research.
  35. Ramirez-Marquez, J.; others (2009). Multi-objective network interdiction using evolutionary algorithms. 2009 Annual Reliability and Maintainability Symposium (pp. 170--175).
  36. Doguc, O.; Ramirez-Marquez, J. (2008). Estimating Reliability of Grid Systems using Bayesian Networks.. GCA (pp. 123--128).
  37. Cook, J. L.; Ramirez-Marquez, J. (2007). Capacitated reliability for Ad-hoc networks. 2007 Annual Reliability and Maintainability Symposium (pp. 192--195).
  38. Ramirez-Marquez, Jos\'e E; Rocco, C. (2007). Probabilistic knowledge discovery algorithm in network reliability optimization. Proceedings of ESREL annual conference, Stavanger, Norway.
  39. Cook, J. L.; Arsenal, P.; Ramirez-Marquez, J. (2007). Recent research on the reliability analysis methods for mobile ad-hoc networks. Systems research forum (01 ed., vol. 2, pp. 35--41).
  40. Sauser, B.; Verma, D.; Ramirez-Marquez, J.; Gove, R. (2006). From TRL to SRL: The concept of systems readiness levels. Conference on Systems Engineering Research, Los Angeles, CA,(April 7th-8th 2006).
  41. Ramirez-Marquez, J.; Coit, D.; Tortorella, M. (2005). A multistate based generalized path vector approach for multistate two-terminal reliability. 16th European Safety and Reliability Conference, ESREL 2005 (pp. 1661--1669).
  42. Ramirez-Marquez, J.; Coit, D. (2005). Multi-state component criticality analysis in multi-state systems. 16th European Safety and Reliability Conference, ESREL 2005 (pp. 1671--1677).
  43. Ramirez-Marquez, J.; Coit, D. W. (2004). Multistate series-parallel mixed redundancy allocation design heuristic. IISE Annual Conference. Proceedings (pp. 1).
  44. Ramirez-Marquez, J.; Coit, D. W.; Konak, A. (2003). A New System Reliability Optimization Approach: Maximization of the Minimum Subsystem Reliability. IISE Annual Conference. Proceedings (pp. 1).
  45. Ramirez-Marquez, J.; Coit, D. W. (2003). Alternative approach for analyzing multistate network reliability. IISE Annual Conference. Proceedings (pp. 1).

Editorial, Journal

  1. Barker, K.; Ramirez-Marquez, J.; Sansavini, G. (2019). Introduction to Resilience Analytics for Cyber–Physical–Social Networks. Risk Analysis (9 ed., vol. 39, pp. 1867-1869).

Journal Article

  1. Kaminski, G.; Odonkor, P.; Ramirez-Marquez, J.. Designing Robust Building Cluster Networks via Shapley-Guided Pareto Approximation. Available at SSRN 6626024.
  2. Rocco, C.; Ramirez-Marquez, J.; Salazar, D.; Hernandez, I.. Engineers, Part O: Journal of Risk and.
  3. Muaafa, M.; Ramirez-Marquez, J.; Heydari, B.. Illicit Border Crossing Model.
  4. Warner, G.. m\ke\ki\AA\'E\'E\kI\'a\aa\"O\"e=.
  5. Barker, K.; Morshedlou, N.; Ramirez-Marquez, J.. MULTIOBJECTIVE FORMULATION FOR NETWORK RESILIENCE: A TRADE-OFF BETWEEN VULNERABILITY AND RECOVERABILITY.
  6. Cook, J. L.; Ramirez-Marquez, J.. Optimization of Multi-tier Ad-hoc Networks.
  7. Ramirez-Marquez, Jos\'e E. PRELIMINARY ASSESSMENT OF RELIABILITY IMPORTANCE MEASURES USING THE HASSE DIAGRAM TECHNIQUE, ORDERED WEIGHTED AVERAGE AND COPELAND SCORES.
  8. Billinton, R.; Huang, D.; Maturi, T.; Coolen-Schrijner, P.; Coolen, F.; Carrigy, A.; Ramirez-Marquez, J.; Rocco, C.; Xing, L.; Boddu, P.; others. RISK AND RELIABILITY.
  9. Dai, Y.; Xiang, Y.; Li, Y.; Xing, L.; Zhang, G.; Rocco, C.; Ramirez-Marquez, J.; Salazar, D.; Yajure, C.; Yeh, W.; others. SPECIAL SECTION ON COMPUTATIONAL INTELLIGENCE IN RELIABILITY ENGINEERING.
  10. Dezhboro, A.; Ramirez-Marquez, J.; Krstikj, A. (2026). Community Shaping in the Digital Age: A Risk-Focused Temporal Fusion Framework for Analyzing Information Diffusion and Fragmentation in Online Social Networks. Risk Analysis (4 ed., vol. 46, pp. e70214).
  11. Dezhboro, A.; Maleki, F.; Adibi, A.; Amini, E.; Ramirez-Marquez, J. (2026). Convergence of Byzantine-Resilient Gradient Tracking via Probabilistic Edge Dropout. arXiv preprint arXiv:2604.00449.
  12. Kaminski, G.; Odonkor, P.; Ramirez-Marquez, J. (2026). Designing cost--robustness tradeoffs in urban building cluster networks for distributed energy coordination. Energy and Buildings (pp. 117884). Elsevier.
  13. Rocco, C. M.; Barker, K.; Ramirez-Marquez, J.; Moronta, J. (2026). Integrated Network Vulnerability Assessment Using r-Power Entropy and Performance Metrics. IEEE Transactions on Reliability (vol. 75, pp. 1511--1524). IEEE.
  14. Khameneh, R. T.; Barker, K.; Ramirez-Marquez, J. (2025). A hybrid machine learning and simulation framework for modeling and understanding disinformation-induced disruptions in public transit systems. Reliability Engineering \& System Safety (vol. 255, pp. 110656). Elsevier.
  15. Ramirez-Marquez, J.; Gorman, J.; Akram, A.; Buettner, D. J.; Mayer, B. B.; Butler, P.; Ramakrishnan, N.; Freedman, B. (2025). AI-Based DPCAP FAR/DFARS Change Support Tool.
  16. Dezhboro, A.; Babvey, P.; Lipizzi, C.; Ramirez-Marquez, J. (2025). Analyzing social landscapes: visualizing the key elements of social media dynamics. IEEE Transactions on Computational Social Systems. IEEE.
  17. Kriebel, M.; Liu, T.; Noordhoek, R.; Staas, L.; Ramirez-Marquez, J.; Prigiobbe, V. N. (2025). Modeling green infrastructure as a flood mitigation strategy in an urban coastal area. Urban Ecosystems (2 ed., vol. 28, pp. 9). Springer US New York.
  18. Nanyanzi, A.; Barker, K.; Radhakrishnan, S.; Zhang, Z.; Ramirez-Marquez, J. (2025). Modeling the impact of disinformation on infrastructure networks: A node-to-path causal failure approach across interconnected layers. Reliability Engineering \& System Safety (pp. 112021). Elsevier.
  19. Rocco, C. M.; Barker, K.; Radhakrishnan, S.; Ramirez-Marquez, J. (2025). Multi-objective model to protect infrastructure networks from disinformation diffusion. Social Network Analysis and Mining (1 ed., vol. 15, pp. 28). Springer Vienna Vienna.
  20. Khameneh, R. T.; Ghorbani-Renani, N.; Ramirez-Marquez, J. (2025). Multi-objective optimization of a truck-drone delivery system for fair and efficient humanitarian logistics under disruption and disinformation. Computers \& Industrial Engineering (pp. 111786). Pergamon.
  21. Gilgur, A.; Ramirez-Marquez, J. (2025). San Francisco Bay area community cohesion and resilience: Two case studies. Socio-Economic Planning Sciences (vol. 98, pp. 102157). Pergamon.
  22. Rocco, C. M.; Barker, K.; Radhakrishnan, S.; Ramirez-Marquez, J. (2025). Multi-objective model to protect infrastructure networks from disinformation diffusion. Social Network Analysis and Mining (1 ed., vol. 15).
  23. Kriebel, M.; Liu, T.; Noordhoek, R.; Staas, L.; Ramirez-Marquez, J.; Prigiobbe, V. N. (2025). Modeling green infrastructure as a flood mitigation strategy in an urban coastal area. Urban Ecosystems (2 ed., vol. 28).
  24. Gilgur, A.; Ramirez-Marquez, J. (2025). San Francisco Bay area community cohesion and resilience: Two case studies. Socio Economic Planning Sciences (vol. 98).
  25. Khameneh, R. T.; Barker, K.; Ramirez-Marquez, J. (2025). A hybrid machine learning and simulation framework for modeling and understanding disinformation-induced disruptions in public transit systems. Reliability Engineering and System Safety (vol. 255).
  26. Doguc, O.; Ramirez-Marquez, J. (2024). A Bayesian approach for estimating complex system reliability. INSIGHT (6 ed., vol. 27, pp. 55--60).
  27. Mu\~noz, Omar; Monroy, Ra\'ul; Ca\~nete-Sifuentes, Leonardo; Ramirez-Marquez, J. (2024). Automated discovery of successful strategies in association football. Applied Sciences (4 ed., vol. 14, pp. 1403). MDPI.
  28. Dezhboro, A.; Ramirez-Marquez, J.; Krstikj, A. (2024). Community shaping in the digital age: a temporal fusion framework for analyzing discourse fragmentation in online social networks. arXiv preprint arXiv:2409.11665.
  29. Zavala, A.; Verma, D.; Marquez, J. E. (2024). Exploring over a decade of systems engineering research center: A community detection and text analytics approach. Systems Engineering (6 ed., vol. 27, pp. 979--992).
  30. Liang, Y.; Ramirez-Marquez, J. (2024). Harnessing text information for enhanced hurricane resilience and public engagement: Unveiling disaster perspectives through social media. International Journal of Disaster Risk Reduction (vol. 113, pp. 104849). Elsevier.
  31. Perez-Pereda, M. J.; Krstikj, A.; Ramirez-Marquez, J. (2024). Improving Fairness and Equity by Minimizing Community Vulnerability to Food Accessibility: A Computational Urbanism Approach: MJP Pereda et al.. Social Indicators Research (2 ed., vol. 171, pp. 567--584). Springer Netherlands Dordrecht.
  32. Zavala, A.; Nowicki, D.; Ramirez-Marquez, J. (2024). Simultaneous consideration of system design and post-production support network decisions in the context of a performance-based contract. IEEE Access (vol. 12, pp. 111782--111800). IEEE.
  33. Zavala, A.; Nowicki, D.; Emmanuel Ramirez-Marquez, J. (2024). Simultaneous Consideration of System Design and Post-Production Support Network Decisions in the Context of a Performance-Based Contract. IEEE Access (vol. 12, pp. 111782-111800). Institute of Electrical and Electronics Engineers (IEEE).
    http://dx.doi.org/10.1109/access.2024.3442672.
  34. Caddell, J.; Nilchiani, R. R.; Ramirez-Marquez, J. (2024). Unveiling Knowledge Structures Within Organizations: A Novel Network Weighting Framework. IEEE Access (vol. 12, pp. 71349--71360). IEEE.
  35. Caddell, J. D.; Rose Nilchiani, R.; Ramirez-Marquez, J. (2024). Unveiling Knowledge Structures Within Organizations: A Novel Network Weighting Framework. IEEE Access (vol. 12, pp. 71349-71360). Institute of Electrical and Electronics Engineers (IEEE).
    http://dx.doi.org/10.1109/access.2024.3403039.
  36. Ayala Rodríguez, S. C.; Ramirez Marquez, E.; Torres-Rosa, Á. G.; Ramirez Marquez, J. A.; Boada, R.; Oliver, A. L.; Rodríguez-Rosa, R. E. (2024). Cerebral vasculitis presenting as acute posterior multifocal placoid pigment epitheliopathy in a 16-year-old male. American Journal of Ophthalmology Case Reports (vol. 36).
  37. Liang, Y.; Ramirez-Marquez, J. (2024). Harnessing text information for enhanced hurricane resilience and public engagement: Unveiling disaster perspectives through social media. International Journal of Disaster Risk Reduction (vol. 113).
  38. Zavala, A.; Verma, D.; Marquez, J. E. (2024). Exploring over a decade of systems engineering research center: A community detection and text analytics approach. Systems Engineering. Wiley.
    http://dx.doi.org/10.1002/sys.21760.
  39. Muñoz, O.; Monroy, R.; Cañete-Sifuentes, L.; Ramirez-Marquez, J. (2024). Automated Discovery of Successful Strategies in Association Football. Applied Sciences (4 ed., vol. 14, pp. 1403). MDPI AG.
    http://dx.doi.org/10.3390/app14041403.
  40. Muñoz, O.; Monroy, R.; Cañete-Sifuentes, L.; Ramirez-Marquez, J. (2024). Automated Discovery of Successful Strategies in Association Football. Applied Sciences Switzerland (4 ed., vol. 14).
  41. Muñoz, O.; Monroy, R.; Cañete-Sifuentes, L.; Ramirez-Marquez, J. (2024). Automated Discovery of Successful Strategies in Association Football. Applied Sciences (Switzerland) (4 ed., vol. 14).
  42. Perez-Pereda, M. J.; Krstikj, A.; Ramirez-Marquez, J. (2024). Improving Fairness and Equity by Minimizing Community Vulnerability to Food Accessibility: A Computational Urbanism Approach. Social Indicators Research (2 ed., vol. 171, pp. 567-584). Springer Science and Business Media LLC.
    http://dx.doi.org/10.1007/s11205-023-03269-5.
  43. Perez-Pereda, M. J.; Krstikj, A.; Ramirez-Marquez, J. (2024). Improving Fairness and Equity by Minimizing Community Vulnerability to Food Accessibility: A Computational Urbanism Approach. Social Indicators Research (2 ed., vol. 171, pp. 567-584).
  44. Perez-Pereda, M. J.; Krstikj, A.; Ramirez-Marquez, J. (2024). Improving Fairness and Equity by Minimizing Community Vulnerability to Food Accessibility: A Computational Urbanism Approach. Social Indicators Research (2 ed., vol. 171, pp. 567-584).
  45. Zavala, A.; Nowicki, D.; Emmanuel Ramirez-Marquez, J. (2024). Simultaneous Consideration of System Design and Post-Production Support Network Decisions in the Context of a Performance-Based Contract. IEEE Access (vol. 12, pp. 111782-111800).
  46. Zavala, A.; Nowicki, D.; Emmanuel Ramirez-Marquez, J. (2024). Simultaneous Consideration of System Design and Post-Production Support Network Decisions in the Context of a Performance-Based Contract. IEEE Access (vol. 12, pp. 111782-111800).
  47. Caddell, J. D.; Nilchiani, R. R.; Ramirez-Marquez, J. (2024). Unveiling Knowledge Structures Within Organizations: A Novel Network Weighting Framework. IEEE Access (vol. 12, pp. 71349-71360).
  48. Caddell, J. D.; Nilchiani, R. R.; Ramirez-Marquez, J. (2024). Unveiling Knowledge Structures Within Organizations: A Novel Network Weighting Framework. IEEE Access (vol. 12, pp. 71349-71360).
  49. Martinez-Mejorado, D.; Ramirez-Marquez, J. (2023). A multidimensional framework to uncover insights of group performance and outcomes in competitive environments with a case study of FIFA World Cups. IEEE Access (vol. 11, pp. 32776--32791). IEEE.
  50. Ramirez-Marquez, J. (2023). Curricula for Startup Business Operations, Financing, and Intellectual Property: Recommendations and Strategies for the Defense Acquisition Workforce and Undergraduate Programs.
  51. Martinez-Mejorado, D.; Ramirez-Marquez, J. (2023). A Multidimensional Framework to Uncover Insights of Group Performance and Outcomes in Competitive Environments With a Case Study of FIFA World Cups. IEEE Access (vol. 11, pp. 32776-32791).
  52. Perez-Pereda, M. J.; Babvey, P.; Ramirez-Marquez, J.; Pepe, K.; Verma, D. (2022). Impacts of work-at-home policies on systems engineers and the general population. Systems Engineering (4 ed., vol. 25, pp. 304--341).
  53. Gilgur, A.; Ramirez-Marquez, J. (2022). Modeling mobility, risk, and pandemic severity during the first year of COVID. Socio-Economic Planning Sciences (vol. 84, pp. 101397). Pergamon.
  54. Gongora-Svartzman, G.; Ramirez-Marquez, J. (2022). Social cohesion: mitigating societal risk in case studies of digital media in Hurricanes Harvey, Irma, and Maria. Risk analysis (8 ed., vol. 42, pp. 1686--1703).
  55. Gilgur, A.; Ramirez-Marquez, J. (2022). Modeling mobility, risk, and pandemic severity during the first year of COVID. Socio-Economic Planning Sciences (vol. 84).
  56. Gongora-Svartzman, G.; Ramirez-Marquez, J. (2022). Social Cohesion: Mitigating Societal Risk in Case Studies of Digital Media in Hurricanes Harvey, Irma, and Maria. Risk Analysis (8 ed., vol. 42, pp. 1686-1703).
  57. Perez-Pereda, M. J.; Babvey, P.; Ramirez-Marquez, J.; Pepe, K.; Verma, D. (2022). Impacts of work-at-home policies on systems engineers and the general population. Systems Engineering (4 ed., vol. 25, pp. 304-341).
  58. Borrelli, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2022). A Quantitative and Content-Based Approach for Evaluating the Impact of Counter Narratives on Affective Polarization in Online Discussions. IEEE Transactions on Computational Social Systems (3 ed., vol. 9, pp. 914-925).
  59. Borrelli, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2022). A Quantitative and Content-Based Approach for Evaluating the Impact of Counter Narratives on Affective Polarization in Online Discussions. IEEE Transactions on Computational Social Systems (3 ed., vol. 9, pp. 914-925).
  60. Gilgur, A.; Ramirez-Marquez, J. (2022). Modeling mobility, risk, and pandemic severity during the first year of COVID. Socio-Economic Planning Sciences.
  61. Borrelli, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2021). A quantitative and content-based approach for evaluating the impact of counter narratives on affective polarization in online discussions. IEEE Transactions on Computational Social Systems (3 ed., vol. 9, pp. 914--925). IEEE.
  62. Silva-Galvez, A.; Monroy, R.; Ramirez-Marquez, J.; Zhang, C. (2021). A Video Game-Crowdsourcing Approach to Discover a Player’s Strategy for Problem Solution to Housing Development. IEEE Access (vol. 9, pp. 114870--114883). IEEE.
  63. Liu, T.; Ramirez-Marquez, J.; Jagupilla, S. C.; Prigiobbe, V. N. (2021). Combining a statistical model with machine learning to predict groundwater flooding (or infiltration) into sewer networks. Journal of Hydrology (vol. 603, pp. 126916). Elsevier.
  64. Babvey, P.; Gongora-Svartzman, G.; Lipizzi, C.; Ramirez-Marquez, J. (2021). Content-based user classifier to uncover information exchange in disaster-motivated networks. PLoS one (11 ed., vol. 16, pp. e0259342). Public Library of Science San Francisco, CA USA.
  65. Rocco, C. M.; Barker, K.; Ramirez-Marquez, J. (2021). Multi-objective power grid interdiction model considering network synchronizability. International Journal of Performability Engineering (7 ed., vol. 17, pp. 609).
  66. Vargas-Santiago, M.; Monroy, Ra\'ul; Zhang, C.; Ramirez-Marquez, J.; Leon-Velasco, D. A. (2021). The adaptable Pareto set problem for facility location: A video game approach. Expert Systems with Applications (vol. 186, pp. 115682). Pergamon.
  67. Zhu, H.; Zhang, C.; Ramirez-Marquez, J.; Wu, S.; Monroy, Ra\'ul (2021). The integration of protection, restoration, and adaptive flow redistribution in building resilient networked critical infrastructures against intentional attacks. IEEE Systems Journal (2 ed., vol. 15, pp. 2959--2970). IEEE.
  68. Babvey, P.; Capela, F.; Cappa, C.; Lipizzi, C.; Petrowski, N.; Ramirez-Marquez, J. (2021). Using social media data for assessing children’s exposure to violence during the COVID-19 pandemic. Child abuse \& neglect (vol. 116, pp. 104747). Pergamon.
  69. Vargas-Santiago, M.; Monroy, R.; Zhang, C.; Ramirez-Marquez, J. E.; León-Velasco, D. A. (2021). The adaptable Pareto set problem for facility location: A video game approach[Formula presented]. Expert Systems with Applications (vol. 186).
  70. Liu, T.; Ramirez-Marquez, J.; Jagupilla, S. C.; Prigiobbe, V. N. (2021). Combining a statistical model with machine learning to predict groundwater flooding (or infiltration) into sewer networks. Journal of Hydrology (vol. 603).
  71. Liu, T.; Ramirez-Marquez, J.; Jagupilla, S. C.; Prigiobbe, V. N. (2021). Combining a statistical model with machine learning to predict groundwater flooding (or infiltration) into sewer networks. Journal of Hydrology (vol. 603).
  72. Babvey, P.; Gongora-Svartzman, G.; Lipizzi, C.; Ramirez-Marquez, J. (2021). Content-based user classifier to uncover information exchange in disaster-motivated networks. PLoS ONE (11 November ed., vol. 16).
  73. Cueto-Manzano, A. M.; Espinel-Bermúdez, M. C.; Hernández-González, S. O.; Rojas-Campos, E.; Nava-Zavala, A. H.; Fuentes-Orozco, C.; Balderas-Peña, L. M.; González-Ojeda, A.; Cortes-Sanabria, L.; Mireles-Ramírez, M. A.; Ramírez-Márquez, J. J.; Martínez-Gutiérrez, P. E.; Ávila-Morán, M.; De-Dios-Pérez, R. I.; Acosta-Ramírez, C.; Hernández-García, H. R. (2021). Risk factors for mortality of adult patients with COVID-19 hospitalised in an emerging country: A cohort study. BMJ Open (7 ed., vol. 11).
  74. Rocco, C. M.; Barker, K.; Ramirez-Marquez, J. (2021). Multi-objective power grid interdiction model considering network synchronizability. International Journal of Performability Engineering (7 ed., vol. 17, pp. 609-618).
  75. Rocco, C. M.; Barker, K.; Ramirez-Marquez, J. (2021). Multi-objective power grid interdiction model considering network synchronizability. International Journal of Performability Engineering (7 ed., vol. 17, pp. 609-618).
  76. Zhu, H.; Zhang, C.; Ramirez-Marquez, J.; Wu, S.; Monroy, R. (2021). The Integration of Protection, Restoration, and Adaptive Flow Redistribution in Building Resilient Networked Critical Infrastructures against Intentional Attacks. IEEE Systems Journal (2 ed., vol. 15, pp. 2959-2970).
  77. Babvey, P.; Capela, F.; Cappa, C.; Lipizzi, C.; Petrowski, N.; Ramirez-Marquez, J. (2021). Using social media data for assessing children's exposure to violence during the COVID-19 pandemic. Child Abuse and Neglect (vol. 116).
  78. Babvey, P.; Borrelli, D.; Lipizzi, C.; Ramirez-Marquez, J. (2021). Content-Aware Galaxies: Digital Fingerprints of Discussions on Social Media. IEEE Transactions on Computational Social Systems (2 ed., vol. 8, pp. 294-307).
  79. Borrelli, D.; Iandoli, L.; Ramirez-Marquez, J.; Lipizzi, C. (2021). A Quantitative and Content-Based Approach for Evaluating the Impact of Counter Narratives on Affective Polarization in Online Discussions. IEEE Transactions on Computational Social Systems.
  80. Silva-Galvez, A.; Monroy, R.; Ramirez-Marquez, J.; Zhang, C. (2021). A video game-crowdsourcing approach to discover a player's strategy for problem solution to housing development. IEEE Access (vol. 9, pp. 114870-114883).
  81. Ray, D.; Ramirez-Marquez, J. (2020). A framework for probabilistic model-based engineering and data synthesis. Reliability Engineering \& System Safety (vol. 193, pp. 106679). Elsevier.
  82. Xu, Z.; Ramirez-Marquez, J.; Liu, Y.; Xiahou, T. (2020). A new resilience-based component importance measure for multi-state networks. Reliability Engineering \& System Safety (vol. 193, pp. 106591). Elsevier.
  83. Andrade, R.; Moazeni, S.; Ramirez-Marquez, J. (2020). A systems perspective on contact centers and customer service reliability modeling. Systems Engineering (2 ed., vol. 23, pp. 221--236).
  84. Gongora-Svartzman$^1$, Gabriela; Ramirez-Marquez, J. (2020). Combining Quality of Service and Quality of Experience to Visualize and Analyze City. 14th WCEAM Proceedings (pp. 46). Springer Nature.
  85. Vargas-Santiago, M.; Monroy, Ra\'ul; Ramirez-Marquez, Jos\'e Emmanuel; Zhang, C.; Leon-Velasco, D. A.; Zhu, H. (2020). Complementing solutions to optimization problems via crowdsourcing on video game plays. Applied Sciences (23 ed., vol. 10, pp. 8410). MDPI.
  86. Babvey, P.; Borrelli, D.; Lipizzi, C.; Ramirez-Marquez, J. (2020). Content-aware galaxies: Digital fingerprints of discussions on social media. IEEE Transactions on Computational Social Systems (2 ed., vol. 8, pp. 294--307). IEEE.
  87. Kakadia, D.; Ramirez-Marquez, J. (2020). Machine learning approaches for network resiliency optimization for service provider networks. Computers \& Industrial Engineering (vol. 146, pp. 106519). Pergamon.
  88. Kakadia, D.; Ramirez-Marquez, J. (2020). Quantitative approaches for optimization of user experience based on network resilience for wireless service provider networks. Reliability Engineering \& System Safety (vol. 193, pp. 106606). Elsevier.
  89. Vargas-Santiago, M.; Monroy, R.; Ramirez-Marquez, J.; Zhang, C.; Zhu, H. (2020). Resilient Facility Location Problem: Hedging against failures through video game crowdsourcing.
  90. Hosseini, S.; Kalam, S.; Barker, K.; Ramirez-Marquez, J. (2020). Scheduling multi-component maintenance with a greedy heuristic local search algorithm: S. Hosseini et al.. Soft Computing (1 ed., vol. 24, pp. 351--366). Springer Berlin Heidelberg Berlin/Heidelberg.
  91. Svartzman, G. G.; Ramirez-Marquez, J.; Barker, K. (2020). Social media analytics to connect system performability and quality of experience, with an application to Citibike. Computers \& Industrial Engineering (vol. 139, pp. 106146). Pergamon.
  92. Martinez Mejorado, D.; Saremi, R.; Yang, Y.; Ramirez-Marquez, J. (2020). Study on Patterns and Effect of Task Diversity in Software Crowdsourcing. arXiv e-prints (pp. arXiv--2006).
  93. Zavala, A.; Soneji, S.; Kothari, S.; Ramirez-Marquez, J.; Tao, H. Y.; Hutchison, N. (2020). Systems engineers’ effectiveness in an organization: text and visual analytics approach. IEEE Systems Journal (4 ed., vol. 14, pp. 5049--5060). IEEE.
  94. Gilgur, A.; Ramirez-Marquez, J. (2020). Using Deductive Reasoning to Identify Unhappy Communities: A. Gilgur, JE Ramirez-Marquez. Social Indicators Research (2 ed., vol. 152, pp. 581--605). Springer Netherlands Dordrecht.
  95. Iandoli, L.; Vallabhaneni, S.; Ram\'\irez-M\'arquez, Jos\'e Emmanuel; Lipizzi, C.; Borrelli, D.; Saremi, R.; Martinez-Mejorado, D.; Shankar, R. (2020). WINS: Web Interface for Network Science via Natural Language Distributed Representations.
  96. Vallabhaneni, S.; Ram\'\irez-M\'arquez, Jos\'e Emmanuel; Lipizzi, C.; Pugliese, A.; Borrelli, D.; Saremi, R.; Martinez-Mejorado, D.; Shankar, R. (2020). WINS: Web Interface for Network Science via Natural Language Distributed Representations.
  97. Vargas-Santiago, M.; Monroy, R.; Ramirez-Marquez, J. E.; Zhang, C.; Leon-Velasco, D. A.; Zhu, H. (2020). Complementing solutions to optimization problems via crowdsourcing on video game plays. Applied Sciences (Switzerland) (23 ed., vol. 10, pp. 1-27).
  98. Zavala, A.; Soneji, S.; Kothari, S.; Ramirez-Marquez, J.; Tao, H. Y.; Hutchison, N. (2020). Systems Engineers' Effectiveness in an Organization: Text and Visual Analytics Approach. IEEE Systems Journal (4 ed., vol. 14, pp. 5049-5060).
  99. Gilgur, A.; Ramirez-Marquez, J. (2020). Using Deductive Reasoning to Identify Unhappy Communities. Social Indicators Research (2 ed., vol. 152, pp. 581-605).
  100. Kakadia, D.; Ramirez-Marquez, J. (2020). Machine learning approaches for network resiliency optimization for service provider networks. Computers and Industrial Engineering (vol. 146).
  101. Andrade, R.; Moazeni, S.; Ramirez-Marquez, J. (2020). A systems perspective on contact centers and customer service reliability modeling. Systems Engineering (2 ed., vol. 23, pp. 221-236).
  102. Xu, Z.; Ramirez-Marquez, J.; Liu, Y.; Xiahou, T. (2020). A new resilience-based component importance measure for multi-state networks. Reliability Engineering and System Safety (vol. 193).
  103. Kakadia, D.; Ramirez-Marquez, D. J. (2020). Quantitative approaches for optimization of user experience based on network resilience for wireless service provider networks. Reliability Engineering and System Safety (vol. 193).
  104. Hosseini, S.; Kalam, S.; Barker, K.; Ramirez-Marquez, J. (2020). Scheduling multi-component maintenance with a greedy heuristic local search algorithm. Soft Computing (1 ed., vol. 24, pp. 351-366).
  105. Gongora Svartzman, G.; Ramirez-Marquez, J.; Barker, K. (2020). Social media analytics to connect system performability and quality of experience, with an application to Citibike. Computers and Industrial Engineering (vol. 139).
  106. Gilgur, A.; Ramirez-Marquez, J. (2020). Using Deductive Reasoning to Identify Unhappy Communities. Social Indicators Research.
  107. Garcia-Mancilla, J.; Ramirez-Marquez, J.; Lipizzi, C.; Vesonder, G.; Gonzalez, V. M. (2019). Characterizing negative sentiments in at-risk populations via crowd computing: a computational social science approach. International Journal of Data Science and Analytics (3 ed., vol. 7, pp. 165--177). Springer International Publishing Cham.
  108. de Oliveira Capela, F.; Ramirez-Marquez, J. (2019). Detecting urban identity perception via newspaper topic modeling. Cities (vol. 93, pp. 72--83). Pergamon.
  109. Trejo, L. A.; Ferman, V.; Medina-P\'erez, Miguel Angel; Giacinti, F. M.; Monroy, Ra\'ul; Ramirez-Marquez, J. (2019). DNS-ADVP: A machine learning anomaly detection and visual platform to protect top-level domain name servers against DDoS attacks. IEEE Access (vol. 7, pp. 116358--116369). IEEE.
  110. Garcia Tapia, A.; Suarez, M.; Ramirez-Marquez, J.; Barker, K. (2019). Evaluating and visualizing the economic impact of commercial districts due to an electric power network disruption. Risk Analysis (9 ed., vol. 39, pp. 2032--2053).
  111. Loyola-Gonz\'alez, Octavio; L\'opez-Cuevas, Armando; Medina-P\'erez, Miguel Angel; Camina, B.; Ram\'\irez-M\'arquez, Jos\'e Emmanuel; Monroy, Ra\'ul (2019). Fusing pattern discovery and visual analytics approaches in tweet propagation. Information Fusion (vol. 46, pp. 91--101). Elsevier.
  112. Martinez Mejorado, D. A.; Ramirez Marquez, J. E. (2019). Identify Competition in Non-Explicit Competition Networks with a Case Study in Politics.
  113. Mejorado, D. A.; Marquez, J. E. (2019). Identify competition in non-explicit competition networks with a case study in politics. Procedia Computer Science (vol. 153, pp. 146--153). Elsevier.
  114. Ramirez-Marquez, J. (2019). Identify Competition in Non-Explicit Competition Networks with a Case Study in Politics.
  115. Barker, K.; Ramirez-Marquez, J.; Sansavini, G. (2019). Introduction to Resilience Analytics for Cyber--Physical--Social Networks.. Risk Analysis: An International Journal (9 ed., vol. 39, pp. 1867).
  116. Lipizzi, C.; Verma, D.; Korfiatis, G.; Borrelli, D.; Capela, F.; Clifford, M.; Desai, P.; Giffin III, R.; Hespelt, S.; Hoffenson, S.; others (2019). Meshing capability and threat-based science and technology (S and T) resource allocation.
  117. Dessavre, D. G.; Ramirez-Marquez, J. (2019). Nar-A-Viz: A methodology to visually extract the narrative structure of text. Computer Speech \& Language (vol. 57, pp. 81--97). Academic Press.
  118. Cervantes, B\'arbara; G\'omez, Fernando; Monroy, Ra\'ul; Loyola-Gonz\'alez, Octavio; Medina-P\'erez, Miguel Angel; Ram\'\irez-M\'arquez, Jos\'e (2019). Pattern-based and visual analytics for visitor analysis on websites. Applied Sciences (18 ed., vol. 9, pp. 3840). MDPI.
  119. Rodr\'\iguez, Jorge; Medina-P\'erez, Miguel Angel; Trejo, L. A.; Barrera-Animas, A. Y.; Monroy, Ra\'ul; L\'opez-Cuevas, Armando; Ram\'\irez-M\'arquez, Jos\'e (2019). PRIDE-2: Improving Personal Risk Detection Based on One-Class Classifiers and the Use of Wearable Sensors. HPI Future SOC Lab: Proceedings 2017 (vol. 130, pp. 105). Universit\"atsverlag Potsdam.
  120. Zavala, A.; Nowicki, D.; Ramirez-Marquez, J. (2019). Quantitative metrics to analyze supply chain resilience and associated costs. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (2 ed., vol. 233, pp. 186--199). SAGE Publications Sage UK: London, England.
  121. Tang, D.; Fang, Y.; Zio, E.; Ramirez-Marquez, J. (2019). Resilience of smart power grids to false pricing attacks in the social network. IEEE Access (vol. 7, pp. 80491--80505). IEEE.
  122. Zavala, A.; Ramirez-Marquez, J. (2019). Visual analytics for identifying product disruptions and effects via social media. International Journal of Production Economics (vol. 208, pp. 544--559). Elsevier.
  123. de Oliveira Capela, F.; Ramirez-Marquez, J. (2019). Detecting urban identity perception via newspaper topic modeling. Cities (vol. 93, pp. 72-83).
  124. de Oliveira Capela, F.; Ramirez-Marquez, J. (2019). Detecting urban identity perception via newspaper topic modeling. Cities (vol. 93, pp. 72-83).
  125. Garcia Tapia, A.; Suarez, M.; Ramirez-Marquez, J.; Barker, K. (2019). Evaluating and Visualizing the Economic Impact of Commercial Districts Due to an Electric Power Network Disruption. Risk Analysis (9 ed., vol. 39, pp. 2032-2053).
  126. Dessavre, D. G.; Ramirez-Marquez, J. (2019). Nar-A-Viz: A methodology to visually extract the narrative structure of text. Computer Speech and Language (vol. 57, pp. 81-97).
  127. Dessavre, D. G.; Ramirez-Marquez, J. (2019). Nar-A-Viz: A methodology to visually extract the narrative structure of text. Computer Speech and Language (vol. 57, pp. 81-97).
  128. Cervantes, B.; Gómez, F.; Monroy, R.; Loyola-González, O.; Medina-Pérez, M. A.; Ramírez-Márquez, J. (2019). Pattern-based and visual analytics for visitor analysis on websites. Applied Sciences (Switzerland) (18 ed., vol. 9).
  129. Garcia-Mancilla, J.; Ramirez-Marquez, J.; Lipizzi, C.; Vesonder, G.; Gonzalez, V. M. (2019). Characterizing negative sentiments in at-risk populations via crowd computing: a computational social science approach. International Journal of Data Science and Analytics (3 ed., vol. 7, pp. 165-177).
  130. Zavala, A.; Nowicki, D.; Ramirez-Marquez, J. (2019). Quantitative metrics to analyze supply chain resilience and associated costs. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (2 ed., vol. 233, pp. 186-199).
  131. Loyola-González, O.; López-Cuevas, A.; Medina-Pérez, M. A.; Camiña, B.; Ramirez-Marquez, J.; Monroy, R. (2019). Fusing pattern discovery and visual analytics approaches in tweet propagation. Information Fusion (vol. 46, pp. 91-101).
  132. Zavala, A.; Ramirez-Marquez, J. (2019). Visual analytics for identifying product disruptions and effects via social media. International Journal of Production Economics (vol. 208, pp. 544-559).
  133. Tang, D.; Fang, Y. P.; Zio, E.; Ramirez-Marquez, J. (2019). Resilience of Smart Power Grids to False Pricing Attacks in the Social Network. IEEE Access (vol. 7, pp. 80491-80505).
  134. Hosseini, S.; Kalam, S.; Barker, K.; Ramirez-Marquez, J. (2019). Scheduling multi-component maintenance with a greedy heuristic local search algorithm. Soft Computing.
  135. McCarter, M.; Barker, K.; Johansson, J.; Ramirez-Marquez, J. (2018). A bi-objective formulation for robust defense strategies in multi-commodity networks. Reliability Engineering \& System Safety (vol. 176, pp. 154--161). Elsevier.
  136. Rocco, C. M.; Barker, K.; Moronta, J.; Ramirez-Marquez, J. (2018). Community detection and resilience in multi-source, multi-terminal networks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (6 ed., vol. 232, pp. 616--626). SAGE Publications Sage UK: London, England.
  137. Andrade, R.; Moazeni, S.; Ramirez-Marquez, J. (2018). Contact Center Operations Management Systems Architecture and Reliability. Available at SSRN 3320821.
  138. Li, B.; Hernandez, I.; Milburn, A. B.; Ramirez-Marquez, J. (2018). Integrating uncertain user-generated demand data when locating facilities for disaster response commodity distribution. Socio-Economic Planning Sciences (vol. 62, pp. 84--103). Pergamon.
  139. Zhang, C.; Ramirez-Marquez, Jos\'e Emmanuel; Li, Q. (2018). Locating and protecting facilities from intentional attacks using secrecy. Reliability Engineering \& System Safety (vol. 169, pp. 51--62). Elsevier.
  140. Ramirez-Marquez, Jos\~A; Li, Q.; others (2018). Locating and protecting facilities from intentional attacks using secrecyAuthor-Name: Zhang, Chi. Reliability Engineering and System Safety (C ed., vol. 169, pp. 51--62). Elsevier.
  141. Rocco, C. M.; Barker, K.; Moronta, J.; Ramirez-Marquez, J. (2018). Multiobjective formulation for protection allocation in interdependent infrastructure networks using an attack-diffusion model. Journal of Infrastructure Systems (1 ed., vol. 24, pp. 04018002). American Society of Civil Engineers.
  142. Ramirez-Marquez, J.; Rocco, C. M.; Barker, K.; Moronta, J. (2018). Quantifying the resilience of community structures in networks. Reliability Engineering \& System Safety (vol. 169, pp. 466--474). Elsevier.
  143. Cervantes, B\'arbara; Monroy, Ra\'ul; Medina-P\'erez, Miguel Angel; Gonzalez-Mendoza, M.; Ramirez-Marquez, J. (2018). Some features speak loud, but together they all speak louder: A study on the correlation between classification error and feature usage in decision-tree classification ensembles. Engineering Applications of Artificial Intelligence (vol. 67, pp. 270--282). Pergamon.
  144. Rocco, C. M.; Barker, K.; Moronta, J.; Ramirez-Marquez, J. (2018). Community detection and resilience in multi-source, multi-terminal networks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (6 ed., vol. 232, pp. 616-626).
  145. McCarter, M.; Barker, K.; Johansson, J.; Ramirez-Marquez, J. (2018). A bi-objective formulation for robust defense strategies in multi-commodity networks. Reliability Engineering and System Safety (vol. 176, pp. 154-161).
  146. López-Cuevas, A.; Medina-Pérez, M. A.; Monroy, R.; Ramirez-Marquez, J.; Trejo, L. A. (2018). FiToViz: A Visualisation Approach for Real-Time Risk Situation Awareness. IEEE Transactions on Affective Computing (3 ed., vol. 9, pp. 372-382).
  147. L\'opez-Cuevas, Armando; Ram\'\irez-M\'arquez, Jos\'e; Sanchez-Ante, G.; Barker, K. (2017). A community perspective on resilience analytics: A visual analysis of community mood. Risk Analysis (8 ed., vol. 37, pp. 1566--1579).
  148. Estrada, L. E.; Groen, D.; Ramirez-Marquez, J. (2017). A serious video game to support decision making on refugee aid deployment policy. Procedia Computer Science (vol. 108, pp. 205--214). Elsevier.
  149. Muaafa, M.; Ramirez-Marquez, J. (2017). Bi-objective evolutionary approach to the design of patrolling schemes for improved border security. Computers \& Industrial Engineering (vol. 107, pp. 74--84). Pergamon.
  150. Ramirez-Marquez, J.; Rocco, C. M.; Barker, K. (2017). Bi-objective vulnerability-reduction formulation for a network under diverse attacks. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (4 ed., vol. 3, pp. 04017025). American Society of Civil Engineers.
  151. Barker, K.; Lambert, J. H.; Zobel, C. W.; Tapia, A. H.; Ramirez-Marquez, J.; Albert, L.; Nicholson, C. D.; Caragea, C. (2017). Defining resilience analytics for interdependent cyber-physical-social networks. Sustainable and Resilient Infrastructure (2 ed., vol. 2, pp. 59--67). Taylor \& Francis.
  152. Rocco, C. M.; Moronta, J.; Ramirez-Marquez, J.; Barker, K. (2017). Effects of multi-state links in network community detection. Reliability Engineering \& System Safety (vol. 163, pp. 46--56). Elsevier.
  153. L\'opez-Cuevas, Armando; Medina-P\'erez, Miguel Angel; Monroy, R.; Ramirez-Marquez, J.; Trejo, L. A. (2017). FiToViz: A visualisation approach for real-time risk situation awareness. IEEE Transactions on Affective Computing (3 ed., vol. 9, pp. 372--382). IEEE.
  154. Hosseini, S.; Barker, K.; Ramirez-Marquez, J. (2016). A review of definitions and measures of system resilience. Reliability Engineering \& System Safety (vol. 145, pp. 47--61). Elsevier.
  155. Barker, K.; Ramirez-Marquez, J.; Hosseini, S. (2016). An approach for modeling supplier resilience. Acquisition Research Program.
  156. Lipizzi, C.; Iandoli, L.; Marquez, Jos\'e Emmanuel Ramirez (2016). Combining structure, content and meaning in online social networks: The analysis of public's early reaction in social media to newly launched movies. Technological Forecasting and Social Change (vol. 109, pp. 35--49). North-Holland.
  157. Muaafa, M.; Ramirez-Marquez, J. (2016). Engineering management models for urban security. IEEE Transactions on Engineering Management (1 ed., vol. 64, pp. 29--41). IEEE.
  158. Nicholson, C. D.; Barker, K.; Ramirez-Marquez, J. (2016). Flow-based vulnerability measures for network component importance: Experimentation with preparedness planning. Reliability Engineering \& System Safety (vol. 145, pp. 62--73). Elsevier.
  159. Barker, K.; Ramirez-Marquez, J. (2016). Infrastructure network resilience. International Risk Governance Centre (pp. 29--35).
  160. Dessavre, D. G.; Ramirez-Marquez, J.; Barker, K. (2016). Multidimensional approach to complex system resilience analysis. Reliability Engineering \& System Safety (vol. 149, pp. 34--43). Elsevier.
  161. Hern\'andez-Perdomo, Elvis; Rocco, C. M.; Ramirez-Marquez, Jos\'e E (2016). Node ranking for network topology-based cascade models--An Ordered Weighted Averaging operators' approach. Reliability Engineering \& System Safety (vol. 155, pp. 115--123). Elsevier.
  162. Henry, D.; Ramirez-Marquez, J. (2016). On the impacts of power outages during Hurricane Sandy—a resilience-based analysis. Systems Engineering (1 ed., vol. 19, pp. 59--75).
  163. Ramirez-Marquez, J.; Rocco, C.; Moronta, Jos\'e; Dessavre, D. G. (2016). Robustness in network community detection under links weights uncertainties. Reliability Engineering \& System Safety (vol. 153, pp. 88--95). Elsevier.
  164. Iandoli, L. (2016). Social media conversation monitoring: Visualize information contents of Twitter messages using conversational metrics. Procedia Computer Science.
  165. Lipizzi, C.; Dessavre, D. G.; Iandoli, L.; Marquez, J. E. (2016). Towards computational discourse analysis: A methodology for mining Twitter backchanneling conversations. Computers in Human Behavior (vol. 64, pp. 782--792). Pergamon.
  166. Ramirez-Marquez, Jos\'e Emmanuel; others (2015). Assessment of the transition-rates importance of Markovian systems at steady state using the unscented transformation. Reliability Engineering \& System Safety (vol. 142, pp. 212--220). Elsevier.
  167. Barker, K.; Ramirez-Marquez, J. (2015). Availability-Based Importance Framework for Supplier Selection. Acquisition Research Program.
  168. Dessavre, D. G.; Ramirez-Marquez, J. (2015). Computational techniques for the approximation. Safety and Reliability of Complex Engineered Systems: ESREL 2015 (pp. 145). CRC Press.
  169. Zhang, C.; Ramirez-Marquez, Jos\'e Emmanuel; Wang, J. (2015). Critical infrastructure protection using secrecy--A discrete simultaneous game. European Journal of Operational Research (1 ed., vol. 242, pp. 212--221). North-Holland.
  170. Lipizzi, C.; Iandoli, L.; Marquez, Jos\'e Emmanuel Ramirez (2015). Extracting and evaluating conversational patterns in social media: A socio-semantic analysis of customers’ reactions to the launch of new products using Twitter streams. International Journal of Information Management (4 ed., vol. 35, pp. 490--503). Pergamon.
  171. Baroud, H.; Barker, K.; Ramirez-Marquez, J.; Rocco, C. M. (2015). Inherent costs and interdependent impacts of infrastructure network resilience. Risk Analysis (4 ed., vol. 35, pp. 642--662).
  172. Hague, R. K.; Barker, K.; Ramirez-Marquez, J. (2015). Interval-valued availability framework for supplier selection based on component importance. International Journal of Production Research (20 ed., vol. 53, pp. 6083--6096). Taylor \& Francis.
  173. Barker, K.; Ramirez-Marquez, J. (2015). m\^e\cc\AA\'E\'E\cC\'a\aa\"O\"e=.
  174. Bonnet, B.; Dessavre, D. G.; Kraus, K.; Ramirez-Marquez, J. (2015). Optimal placement of public-access AEDs in urban environments. Computers \& Industrial Engineering (vol. 90, pp. 269--280). Pergamon.
  175. Hernandez, I.; Ramirez-Marquez, J.; Starr, D.; McKay, R.; Guthartz, S.; Motherwell, M.; Barcellona, J. (2015). Optimal staffing strategies for points of dispensing. Computers \& Industrial Engineering (vol. 83, pp. 172--183). Pergamon.
  176. Pfeifer, J.; Barker, K.; Ramirez-Marquez, J.; Tajik, N. (2015). Quantifying the risk of project delays with a genetic algorithm. International Journal of Production Economics (vol. 170, pp. 34--44). Elsevier.
  177. Barker, K.; Nicholson, C. D.; Ramirez-Marquez, J. (2015). Vulnerability importance measures toward resilience-based network design.
  178. Muaafa, M.; Concho, A. L.; Ramirez-Marquez, J. (2014). Emergency resource allocation for disaster response: An evolutionary approach. Available at SSRN 2848892.
  179. Baroud, H.; Barker, K.; Ramirez-Marquez, J.; others (2014). Importance measures for inland waterway network resilience. Transportation research part E: logistics and transportation review (vol. 62, pp. 55--67). Pergamon.
  180. Hernandez, I.; Ramirez-Marquez, J.; Rainwater, C.; Pohl, E.; Medal, H. (2014). Robust facility location: Hedging against failures. Reliability Engineering \& System Safety (vol. 123, pp. 73--80). Elsevier.
  181. Baroud, H.; Ramirez-Marquez, J.; Barker, K.; Rocco, C. M. (2014). Stochastic measures of network resilience: Applications to waterway commodity flows. Risk Analysis (7 ed., vol. 34, pp. 1317--1335).
  182. Pant, R.; Barker, K.; Ramirez-Marquez, J.; Rocco, C. M. (2014). Stochastic measures of resilience and their application to container terminals. Computers \& Industrial Engineering (vol. 70, pp. 183--194). Pergamon.
  183. Rocco Sanseverino, C. M.; Ramirez-Marquez, Jos\~A; others (2014). Uncertainty propagation and sensitivity analysis in system reliability assessment via unscented transformation. Reliability Engineering and System Safety (C ed., vol. 132, pp. 176--185). Elsevier.
  184. Sanseverino, C. M.; Ramirez-Marquez, Jos\'e Emmanuel (2014). Uncertainty propagation and sensitivity analysis in system reliability assessment via unscented transformation. Reliability Engineering \& System Safety (vol. 132, pp. 176--185). Elsevier.
  185. Prasad, P.; Sharma, V.; Compagnoni, A.; Ramirez-Marquez, Jos\'e E (2013). A Socio-Technical Model of the Problem of Counterfeit Parts.
  186. Ramirez-Marquez, Jos\'e Emmanuel; others (2013). Identification of top contributors to system vulnerability via an ordinal optimization based method. Reliability Engineering \& System Safety (vol. 114, pp. 92--98). Elsevier.
  187. Kalam, S.; Barker, K.; Ramirez-Marquez, J. (2013). Improving Multi-Component Maintenance Acquisition with a Greedy Heuristic Local Algorithm. Acquisition Research Program.
  188. Ramirez-Marquez, Jos\'e E; Prasad, P.; Sharma, V.; Compnoni, A. (2013). Multi-Level Modeling of Socio-Technical Systems--Volume 2.
  189. Yajure, C\'esar; Montilla, D.; Ramirez-Marquez, J.; Rocco S, C. M. (2013). Network vulnerability assessment via bi-objective optimization with a fragmentation approach as proxy. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (6 ed., vol. 227, pp. 576--585). SAGE Publications Sage UK: London, England.
  190. Zhang, C.; Ramirez-Marquez, J. (2013). Protecting critical infrastructures against intentional attacks: A two-stage game with incomplete information. Iie Transactions (3 ed., vol. 45, pp. 244--258). Taylor \& Francis Group.
  191. Barker, K.; Ramirez-Marquez, J.; Rocco, C. M. (2013). Resilience-based network component importance measures. Reliability Engineering \& System Safety (vol. 117, pp. 89--97). Elsevier.
  192. Schneider, K.; Rainwater, C.; Pohl, E.; Hernandez, I.; Ramirez-Marquez, J. (2013). Social network analysis via multi-state reliability and conditional influence models. Reliability Engineering \& System Safety (vol. 109, pp. 99--109). Elsevier.
  193. Concho, A. L.; Ramirez-Marquez, J. (2012). A mathematical framework for passenger screening optimization via a multi-objective evolutionary approach. Computers \& Industrial Engineering (4 ed., vol. 62, pp. 839--850). Pergamon.
  194. Doguc, O.; Ramirez-Marquez, J. (2012). An automated method for estimating reliability of grid systems using Bayesian networks. Reliability Engineering \& System Safety (vol. 104, pp. 96--105). Elsevier.
  195. Nowicki, D. R.; Randall, W. S.; Ramirez-Marquez, J. (2012). Corrigendum to “Improving the computational efficiency of metric-based spares algorithms”[European Journal of Operational Research 219 (2012) 324--334]. European Journal of Operational Research (3 ed., vol. 221, pp. 649). North-Holland.
  196. Henry, D.; Ramirez-Marquez, J. (2012). Generic metrics and quantitative approaches for system resilience as a function of time. Reliability Engineering \& System Safety (vol. 99, pp. 114--122). Elsevier.
  197. Nowicki, D. R.; Randall, W. S.; Ramirez-Marquez, J. (2012). Improving the computational efficiency of metric-based spares algorithms. European journal of operational research (2 ed., vol. 219, pp. 324--334). North-Holland.
  198. Ramirez-Marquez, J.; others (2012). Innovative approaches for addressing old challenges in component importance measures. Reliability Engineering \& System Safety (vol. 108, pp. 123--130). Elsevier.
  199. Tan, W.; Sauser, B. J.; Ramirez-Marquez, J.; Magnaye, R. B. (2012). Multiobjective optimization in multifunction multicapability system development planning. IEEE Transactions on Systems, Man, and Cybernetics: Systems (4 ed., vol. 43, pp. 785--800). IEEE.
  200. Concho, A. L.; Ramirez-Marquez, Jos\'e E (2012). Optimal design of container inspection strategies considering multiple objectives via an evolutionary approach. Annals of Operations Research (1 ed., vol. 196, pp. 167--187). Springer US Boston.
  201. Van Weele, S.; Ramirez-Marquez, J. (2012). Optimization of inspection for dual contraband using a genetic algorithm. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (5 ed., vol. 226, pp. 508--525). SAGE Publications Sage UK: London, England.
  202. Rocco, C.; Ramirez-Marquez, J.; Salazar, A. (2012). Some metrics for assessing the vulnerability of complex networks: An application to an electric power system. Advances in Safety, Reliability and Risk Management (pp. 2556--2561).
  203. Herald, T. E.; Ramirez-Marquez, J. (2012). System element obsolescence replacement optimization via life cycle cost forecasting. IEEE Transactions on Components, Packaging and Manufacturing Technology (8 ed., vol. 2, pp. 1394--1401). IEEE.
  204. Hernandez, I.; Ramirez-Marquez, J. (2012). The Facility Location for Emergency Response: A Multi-Objective Approach. INSIGHT (4 ed., vol. 15, pp. 31--38).
  205. Ramirez-Marquez, J.; Rocco, C. M. (2012). Vulnerability based robust protection strategy selection in service networks. Computers \& Industrial Engineering (1 ed., vol. 63, pp. 235--242). Pergamon.
  206. Zhang, C.; Ramirez-Marquez, J.; Sanseverino, C. M. (2011). A holistic method for reliability performance assessment and critical components detection in complex networks. IIE Transactions (9 ed., vol. 43, pp. 661--675). Taylor \& Francis Group.
  207. Tan, W.; Ramirez-Marquez, J.; Sauser, B. (2011). A probabilistic approach to system maturity assessment. Systems Engineering (3 ed., vol. 14, pp. 279--293). Wiley Subscription Services, Inc., A Wiley Company Hoboken.
  208. Sauser, B.; Ramirez-Marquez, J.; Tan, W. (2011). Analysis of Alternatives in System Capability Satisficing for Effective Acquisition. Acquisition Research Program.
  209. RAMIREZ-MARQUEZ, CHI ZHANG JOS\'e EMMANUEL (2011). Approximation of minimal cut sets for a flow network via evolutionary optimization and data mining techniques. International Journal of Performability Engineering (1 ed., vol. 7, pp. 21).
  210. Rocco, C. M.; Ramirez-Marquez, J.; Salazar, D. E.; Yajure, C. (2011). Assessing the vulnerability of a power system through a multiple objective contingency screening approach. IEEE Transactions on Reliability (2 ed., vol. 60, pp. 394--403). IEEE.
  211. Concho, A.; Ramirez-Marquez, J.; Herald, T.; Sauser, B. (2011). Optimal component substitution within system evolution planning considering multiple-vendor, functionally equivalent commercial products. Technology Analysis \& Strategic Management (5 ed., vol. 23, pp. 509--526). Taylor \& Francis.
  212. Nowicki, D.; Ramirez-Marquez, J.; Randall, W.; Murynets, I. (2011). Optimal cost avoidance investment and pricing strategies for performance-based post-production service contracts. Acquisition Research Program.
  213. Ramirez-Marquez, J.; Rocco, C. M.; Levitin, G. (2011). Optimal network protection against diverse interdictor strategies. Reliability Engineering \& System Safety (3 ed., vol. 96, pp. 374--382). Elsevier.
  214. Van Weele, S. F.; Ramirez-Marquez, J. (2011). Optimization of container inspection strategy via a genetic algorithm. Annals of Operations Research (1 ed., vol. 187, pp. 229--247). Springer US.
  215. Rocco, C.; Ramirez-Marquez, J. (2011). Preliminary assessment of reliability importance measures using the Hasse diagram technique, ordered weighted average and Copeland scores. Statistica \& Applicazioni: special issue, 2011. Vita e Pensiero.
  216. Ramirez-Marquez, J. (2011). Some metrics for assessing the vulnerability of complex networks: An application to an electric power system. Advances in Safety, Reliability and Risk Management: ESREL 2011 (pp. 416). CRC Press.
  217. Sauser, B.; Li, Q.; Ramirez-Marquez, J. (2011). Systemigram modeling of the small vessel security strategy for developing enterprise resilience. Marine Technology Society Journal (3 ed., vol. 45, pp. 88--102). Marine Technology Society.
  218. Ramirez-Marquez, Jos\'e Emmanuel; others (2011). Vulnerability metrics and analysis for communities in complex networks. Reliability Engineering \& System Safety (10 ed., vol. 96, pp. 1360--1366). Elsevier.
  219. Ramirez-Marquez, Jos\'e Emmanuel; others (2010). A bi-objective approach for shortest-path network interdiction. Computers \& Industrial Engineering (2 ed., vol. 59, pp. 232--240). Pergamon.
  220. RAMIREZ-MARQUEZ, JOS\'e EMMANUEL; ZIO, DANIEL E SALAZAR A ENRICO; others (2010). A flow importance measure with application to an Italian transmission power system. International Journal of Performability Engineering (1 ed., vol. 6, pp. 53).
  221. Concho, A. L.; Ramirez-Marquez, J. (2010). An evolutionary algorithm for port-of-entry security optimization considering sensor thresholds. Reliability Engineering \& System Safety (3 ed., vol. 95, pp. 255--266). Elsevier.
  222. Rocco, C.; Ram\'\irez-M\'arquez, Jos\'e; Salazar, D.; Yajure, C\'esar (2010). An\'alisis preliminar de la vulnerabilidad de un sistema de potencia mediante interdicci\'on determinista multiobjetivo. Revista de la Facultad de Ingenier\'\ia UCV (1 ed., vol. 25, pp. 61--69).
  223. Tan, W.; Sauser, B. J.; Ramirez-Marquez, J. (2010). Analyzing component importance in multifunction multicapability systems developmental maturity assessment. IEEE Transactions on Engineering Management (2 ed., vol. 58, pp. 275--294). IEEE.
  224. Rocco, C. M.; Ramirez-Marquez, Jos\'e E; Salazar Aponte, D. E.; Hern\'andez, Iv\'an (2010). Design of networks considering vulnerability: A multi-objective approach.
  225. Ramirez-Marquez, J.; Rocco, C. M. (2010). Evolutionary optimization technique for multi-state two-terminal reliability allocation in multi-objective problems. IIE Transactions (8 ed., vol. 42, pp. 539--552). Taylor \& Francis Group.
  226. Rocco, C.; Ramirez-Marquez, J.; Salazar, D.; Hernandez, I. (2010). Implementation of multi-objective optimization for vulnerability analysis of complex networks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (2 ed., vol. 224, pp. 87--95). SAGE Publications.
  227. Sauser, B.; Gove, R.; Forbes, E.; Ramirez-Marquez, J. (2010). Integration maturity metrics: Development of an integration readiness level. Information Knowledge Systems Management (1 ed., vol. 9, pp. 17--46). SAGE Publications Sage UK: London, England.
  228. Carrigy, A.; Ramirez-Marquez, J.; Rocco, C. (2010). Multistate stochastic network interdiction via reliability modelling and evolutionary optimization. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (1 ed., vol. 224, pp. 27--42). SAGE Publications.
  229. Sauser, B.; Magnaye, R.; Tan, W.; Ramirez-Marquez, J.; Sauser, B. (2010). Optimization of System Maturity and Equivalent System Mass for Space Systems Engineering Management.
  230. Ramirez-Marquez, J.; Kulturel-Konak, S.; Sanseverino, C. M. (2010). Probabilistic solution discovery algorithm for the orienteering problem. International Journal of Industrial and Systems Engineering (1 ed., vol. 6, pp. 45--61). Inderscience.
  231. Magnaye, R. B.; Sauser, B. J.; Ramirez-Marquez, J. (2010). System development planning using readiness levels in a cost of development minimization model. Systems Engineering (4 ed., vol. 13, pp. 311--323). Wiley Subscription Services, Inc., A Wiley Company Hoboken.
  232. Doguc, O.; Ramirez-Marquez, J. (2009). A generic method for estimating system reliability using Bayesian networks. Reliability Engineering \& System Safety (2 ed., vol. 94, pp. 542--550). Elsevier.
  233. Ramirez-Marquez, J.; Farr, J. V. (2009). Decision-Making approach for Catastrophic scenario selection in Disaster recovery Planning. International Journal of Decision Support System Technology (IJDSST) (2 ed., vol. 1, pp. 36--51). IGI Global Scientific Publishing.
  234. Ramirez-Marquez, Jos\'e Emmanuel; others (2009). Deterministic network interdiction optimization via an evolutionary approach. Reliability Engineering \& System Safety (2 ed., vol. 94, pp. 568--576). Elsevier.
  235. Murynets, I.; Ramirez-Marquez, J.; Jiang, W. (2009). Migration of customers owing to a service substitution. Journal of Targeting, Measurement and Analysis for Marketing (4 ed., vol. 17, pp. 297--306). Palgrave Macmillan UK London.
  236. Cook, J. L.; Ramirez-Marquez, J. (2009). Optimal design of cluster-based ad-hoc networks using probabilistic solution discovery. Reliability Engineering \& System Safety (2 ed., vol. 94, pp. 218--228). Elsevier.
  237. Ramirez-Marquez, J.; Levitin, G.; others (2009). Optimal protection of general source--sink networks via evolutionary techniques. Reliability Engineering \& System Safety (10 ed., vol. 94, pp. 1676--1684). Elsevier.
  238. Sauser, B.; Magnaye, R.; Ramirez-Marquez, J.; Cuellar, R.; Forbes, E.; Volkert, R.; Gentile, P.; Michaud, K. (2009). Panel 5-Assessing System Maturity. m$\kappa$$\eta$EIIH$\alpha$$\varepsilon$$\Phi$$\lambda$=.
  239. Whitson, J. C.; Ramirez-Marquez, J. (2009). Resiliency as a component importance measure in network reliability. Reliability Engineering \& System Safety (10 ed., vol. 94, pp. 1685--1693). Elsevier.
  240. Ramirez-Marquez, Jos\'e Emmanuel; others (2009). Stochastic network interdiction optimization via capacitated network reliability modeling and probabilistic solution discovery. Reliability Engineering \& System Safety (5 ed., vol. 94, pp. 913--921). Elsevier.
  241. Ramirez-Marquez, J.; Sauser, B. J. (2009). System development planning via system maturity optimization. IEEE Transactions on Engineering Management (3 ed., vol. 56, pp. 533--548). IEEE.
  242. Hernandez, S.; Rocco, C.; Ramirez-Marquez, J.; Gonzalez, B. (2009). UNA HEUR\'ISTICA PARA EL PROBLEMA DE INTERDICCI\'ON DETERMIN\'ISTICA/A Heuristic for the Deterministic Interdiction Problem. Revista de la Facultad de Ingenier\'\ia UCV (3 ed., vol. 24, pp. 5--20).
  243. Sauser, B.; Magnaye, R.; Ramirez-Marquez, J. (2009). Using a System Maturity Scale to Monitor and Evaluate the Development of Systems. Acquisition Research Program.
  244. Magnaye, R.; Ramirez-Marquez, J. (2009). Using a system maturity scale to monitor and evaluate the development of systems.
  245. Doguc, O.; Ramirez-Marquez, J. (2009). Using Bayesian approach for sensitivity analysis and fault diagnosis in complex systems. Journal of Integrated Design and Process Science (1 ed., vol. 13, pp. 33--48). SAGE Publications Sage UK: London, England.
  246. Ramirez-Marquez, J.; Levitin, G. (2008). Algorithm for estimating reliability confidence bounds of multi-state systems. Reliability Engineering \& System Safety (8 ed., vol. 93, pp. 1231--1243). Elsevier.
  247. Ramirez-Marquez, Jos\'e Emmanuel; Rocco, C. M. (2008). All-terminal network reliability optimization via probabilistic solution discovery. Reliability Engineering \& System Safety (11 ed., vol. 93, pp. 1689--1697). Elsevier.
  248. Cook, J. L.; Ramirez-Marquez, J. (2008). Mobility and reliability modeling for a mobile ad hoc network. IIE Transactions (1 ed., vol. 41, pp. 23--31). Taylor \& Francis.
  249. Kumar, U. D.; Nowicki, D.; Ram\'\irez-M\'arquez, Jos\'e Emmanuel; Verma, D. (2008). On the optimal selection of process alternatives in a Six Sigma implementation. International journal of production economics (2 ed., vol. 111, pp. 456--467). Elsevier.
  250. Ramirez-Marquez, J. (2008). Port-of-entry safety via the reliability optimization of container inspection strategy through an evolutionary approach. Reliability Engineering \& System Safety (11 ed., vol. 93, pp. 1698--1709). Elsevier.
  251. Cook, J. L.; Ramirez-Marquez, J. (2008). Reliability analysis of cluster-based ad-hoc networks. Reliability Engineering \& System Safety (10 ed., vol. 93, pp. 1512--1522). Elsevier.
  252. Ramirez-Marquez, J.; Gebre, B. A. (2007). A classification tree based approach for the development of minimal cut and path vectors of a capacitated network. IEEE Transactions on Reliability (3 ed., vol. 56, pp. 474--487). IEEE.
  253. Kumar, U. D.; Nowicki, D.; Ramirez-Marquez, J.; Verma, D. (2007). A goal programming model for optimizing reliability, maintainability and supportability under performance based logistics. International Journal of Reliability, Quality and Safety Engineering (03 ed., vol. 14, pp. 251--261). World Scientific Publishing Company.
  254. Sauser, B.; Ramirez-Marquez, J. (2007). A System Maturity Index for Decision Support in Life Cycle Acquisition.
  255. Gebre, B. A.; Ramirez-Marquez, J. (2007). Element substitution algorithm for general two-terminal network reliability analyses. IIE transactions (3 ed., vol. 39, pp. 265--275). Taylor \& Francis.
  256. Sols, A.; Ram\'\irez-M\'arquez, Jos\'e E; Verma, D.; Vitoriano, Bego\~na (2007). Evaluation of full and degraded mission reliability and mission dependability for intermittently operated, multi-functional systems. Reliability Engineering \& System Safety (9 ed., vol. 92, pp. 1274--1280). Elsevier.
  257. Ramirez-Marquez, J. (2007). Holistic reliability analysis of weighted voting systems from a multi-state perspective. IIE Transactions (2 ed., vol. 40, pp. 122--132). Taylor \& Francis.
  258. Ramirez-Marquez, J.; Coit, D. W. (2007). Multi-state component criticality analysis for reliability improvement in multi-state systems. Reliability Engineering \& System Safety (12 ed., vol. 92, pp. 1608--1619). Elsevier.
  259. Ramirez-Marquez, J. (2007). ON RELIABILITY OF MOBILE AD-HOC WIRELESS NETWORKS. Wireless Communications Research Trends (pp. 191). Nova Science Publishers.
  260. Ramirez-Marquez, J.; Coit, D. W. (2007). Optimization of system reliability in the presence of common cause failures. Reliability Engineering \& System Safety (10 ed., vol. 92, pp. 1421--1434). Elsevier.
  261. Kumar, U. D.; Ramirez-Marquez, J.; Nowicki, D.; Verma, D. (2007). Reliability and maintainability allocation to minimize total cost of ownership in a series-parallel system. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (2 ed., vol. 221, pp. 133--140). SAGE Publications Sage UK: London, England.
  262. Cook, J. L.; Ramirez-Marquez, J. (2007). Reliability of capacitated mobile ad hoc networks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability (4 ed., vol. 221, pp. 307--318). SAGE Publications.
  263. Dinesh Kumar, U.; Saranga, H.; Ram\'\irez-M\'arquez, Jos\'e E; Nowicki, D. (2007). Six sigma project selection using data envelopment analysis. The TQM magazine (5 ed., vol. 19, pp. 419--441). Emerald Group Publishing Limited.
  264. Cook, J. L.; Ramirez-Marquez, J. (2007). Two-terminal reliability analyses for a mobile ad hoc wireless network. Reliability Engineering \& System Safety (6 ed., vol. 92, pp. 821--829). Elsevier.
  265. Ramirez-Marquez, J.; Coit, D. W.; Tortorella, M. (2006). A generalized multistate-based path vector approach to multistate two-terminal reliability. IIE Transactions (6 ed., vol. 38, pp. 477--488). Taylor \& Francis.
  266. Ram\'\irez-M\'arquez, Jos\'e E; Jiang, W. (2006). Confidence bounds for the reliability of binary capacitated two-terminal networks. Reliability Engineering \& System Safety (8 ed., vol. 91, pp. 905--914). Elsevier.
  267. Sauser, B.; Ramirez-Marquez, J.; Verma, D.; Gove, R. (2006). Determining system interoperability using an integration readiness level. Stevens Institute of Technology (vol. 21).
  268. Agarwal, M.; Gupta, R.; Ramirez-Marquez, J.; Coit, D. W. (2006). Erratum to “A Heuristic For Solving The Redundancy Allocation Problem For Multi-State Series-Parallel Systems”,[Reliability Engineering and System Safety 83 (2004) 341--349]. Reliability Engineering \& System Safety (7 ed., vol. 91, pp. 857--858). Elsevier.
  269. Ramirez-Marquez, J.; Rocco, C. M.; Gebre, B. A.; Coit, D. W.; Tortorella, M. (2006). New insights on multi-state component criticality and importance. Reliability Engineering \& System Safety (8 ed., vol. 91, pp. 894--904). Elsevier.
  270. Ram\'\irez-M\'arquez, Jos\'e Emmanuel; Jiang, W. (2006). On improved confidence bounds for system reliability. IEEE Transactions on Reliability (1 ed., vol. 55, pp. 26--36). IEEE.
  271. Ramirez-Marquez, J.; Coit, D. W. (2005). A Monte-Carlo simulation approach for approximating multi-state two-terminal reliability. Reliability Engineering \& System Safety (2 ed., vol. 87, pp. 253--264). Elsevier.
  272. Ramirez-Marquez, J.; Coit, D. W. (2005). Component Criticality for Multistate Systems with Multistate Components, CSER 2005.
  273. Ramirez-Marquez, J.; Coit, D. W. (2005). Composite importance measures for multi-state systems with multi-state components. IEEE transactions on Reliability (3 ed., vol. 54, pp. 517--529). IEEE.
  274. Nolasco, J. F.; Coit, D. W.; Prakash, U.; Ramirez-Marquez, J. (2005). Reliability modeling of electricity transmission systems: An adaptation of traditional reliability methods. coe www. rutgers. edu/ie/research/working\_paper/paper (vol. 12).
  275. Ramirez-Marquez, J.; Coit, D. W. (2004). A heuristic for solving the redundancy allocation problem for multi-state series-parallel systems. Reliability engineering \& system safety (3 ed., vol. 83, pp. 341--349). Elsevier.
  276. Coit, D. W.; Ram\'\irez-M\'arquez, Jos\'e Emmanuel (2004). Redundancy allocation for series-parallel systems using a max-min approach. IIE Transactions.
  277. Ramirez-Marquez, J.; Coit, D. W.; Konak, A. (2004). Redundancy allocation for series-parallel systems using a max-min approach. Iie Transactions (9 ed., vol. 36, pp. 891--898). Taylor \& Francis Group.
  278. Ramirez-Marquez, J.; Coit, D. W.; Jin, T. (2004). Test plan allocation to minimize system reliability estimation variability. International Journal of Reliability, Quality and Safety Engineering (03 ed., vol. 11, pp. 257--272). World Scientific Publishing Company.
  279. Ramirez-Marquez, J.; Coit, D.; Tortorella, M. (2003). Multi-state two-terminal reliability-a generalized cut set approach. Rutgers University IE Working Paper. Citeseer.

Other

  1. Ray, D.; Ramirez-Marquez, J. (2020). A framework for probabilistic model-based engineering and data synthesis. Reliability Engineering and System Safety (vol. 193).
  2. Barker, K.; Ramirez-Marquez, J.; Sansavini, G. (2019). Introduction to Resilience Analytics for Cyber–Physical–Social Networks. Risk Analysis (9 ed., vol. 39, pp. 1867-1869).
  3. Faulin, J.; Juan, A. A.; Martorell, Sebasti\'an; Ram\'\irez-M\'arquez, Jos\'e-Emmanuel (2010). Simulation methods for reliability and availability of complex systems. Springer London.
  4. Cook, J. L. (2006). Reliability of mobile ad-hoc wireless networks. ProQuest.

Review, Journal

  1. Ray, D.; Ramirez-Marquez, J. (2020). A framework for probabilistic model-based engineering and data synthesis. Reliability Engineering and System Safety (vol. 193).

Technical Report

  1. Ramirez-Marquez, J.; Shafovaloff, G.; Mark Krzysko, D. V. (2024). A semiautomated framework leveraging NLP for skill identification and talent management of the acquisition workforce in the Department of Defense. Acquisition Research Program.
  2. Barker, K.; Ramirez-Marquez, J.; Hosseini, S. (2018). Improved Acquisition for System Sustainment: Resilient Supplier Evaluation and Selection with Bayesian Networks. Acquisition Research Program.
  3. Barker, K.; Ramirez-Marquez, J. (2017). Improved Acquisition for System Sustainment: Multi-sourcing Resilient Supplier Selection Under Stochastic Disruptions. Acquisition Research Program.
  4. Barker, K.; Ramirez-Marquez, J. (2016). Improved Acquisition for System Sustainment: Resilience-Based Supplier Selection for Maintenance, Repair, and Overhaul Acquisition. Acquisition Research Program.
  5. Nowicki, D. R.; Ramirez-Marquez, J.; Randall, W. S. (2013). Mixed Methodological Approach to Advance the Analytical Examination of Performance Based Acquisition and Sustainment Strategies. Acquisition Research Program.
  6. Sauser, B. J.; Ramirez-Marquez, J. (2013). Multi-objective optimization of system capability satisficing in defense acquisition. Acquisition Research Program.
  7. Nowicki, D. R.; Ramirez-Marquez, J.; Randall, W. S. (2012). Analytical Examination of Performance-Based Acquisition Strategies. Acquisition Research Program.
  8. Sauser, B. J.; Ramirez-Marquez, J.; Nowicki, D.; Sarfaraz, M. (2011). Development of systems engineering maturity models and management tools.
  9. Sauser, B. J.; Ramirez-Marquez, J. (2011). System Capability Satisficing in Defense Acquisition via Element Importance Measures. Acquisition Research Program.
  10. Sauser, B. J.; Ramirez-Marquez, J. (2010). System earned readiness management for defense acquisition. Acquisition Research Program.
  11. Sauser, B.; Ramirez-Marquez, J.; Magnaye, R.; Tan, W. (2008). A system approach to expanding the technology readiness level within defense acquisition. Acquisition Research Program.
  12. Rendon, R. G. (2008). Analysis of modular open systems approach (MOSA) implementation in Navy acquisition programs. Acquisition Research Program.
  13. Ramirez-Marquez, J.; Coit, D.; Tortorella, M. (2003). Bounds for multistate network two terminal reliability. Rutgers University IE Working Paper.

Courses

On-Campus Undergraduate Courses Taught at Stevens
• EM 457 Elements of Operations Research (Lab & Theory)
• EM 551 Networks
Graduate Courses Taught at Stevens
• SYS 645 Reliability, Maintainability & Supportability •
• SYS 640 Supportability & Logistics
• EM 622 Data Visualization Techniques for Decision Making
• ES 660 Multi-Agent Socio-Technical Systems Spring 2019, Spring 2020

Off-Campus Graduate Courses Taught
• SDOE 645 Reliability, Maintainability & Supportability