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ORCIDMary L. Cummings
Missy L. Cummings – Mary Missy Cummings
Person information
- affiliation: George Mason University, Fairfax, VA, USA
- affiliation (former): Duke Robotics, Humans & Autonomy Lab, Durham, NC, USA
- affiliation (former): MIT, Cambridge, USA
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2020 – today
- 2025
[j54]Mary L. Cummings
:
Identifying AI Hazards and Responsibility Gaps. IEEE Access 13: 54338-54349 (2025)- [c31]Benjamin Bauchwitz, Mary L. Cummings:
Task Configuration Impacts Annotation Quality and Model Training Performance in Crowdsourced Image Segmentation. WACV 2025: 6646-6656 - [i5]Wanyi Chen, Mary L. Cummings:
To impute or not to impute: How machine learning modelers treat missing data. CoRR abs/2503.16644 (2025) - [i4]Wanyi Chen, Meng-Wen Su, Mary L. Cummings:
Assessing LLM code generation quality through path planning tasks. CoRR abs/2504.21276 (2025) - 2024
- [j53]Anne French, Mary L. Cummings, Haibei Zhu, Miroslav Pajic:
Determining Novice and Expert Status in Human-Automation Interaction Through Hidden Markov Models. Appl. Artif. Intell. 38(1) (2024) - [j52]Mary Missy Cummings, Benjamin Wheeler, John Kliem:
A Root Cause Analysis of a Self-Driving Car Dragging a Pedestrian. Computer 57(11): 31-40 (2024) - [c30]Wanyi Chen, Mary L. Cummings:
Subjectivity in Unsupervised Machine Learning Model Selection. AAAI Spring Symposia 2024: 22-29 - [c29]Surender Suresh Kumar, Mary L. Cummings, Alexander J. Stimpson:
Strengthening LLM Trust Boundaries: A Survey of Prompt Injection Attacks Surender Suresh Kumar Dr. M.L. Cummings Dr. Alexander Stimpson. ICHMS 2024: 1-6 - [i3]Wanyi Chen, Meng-Wen Su, Nafisa Mehjabin, Mary L. Cummings:
Can LLMs plan paths in the real world? CoRR abs/2411.17912 (2024) - 2023
- [c28]Mary L. Cummings, Ben Bauchwitz:
Driver Alerting in ADAS-Equipped Cars: A Field Study. ICAA 2023: 29-33 - [i2]Wanyi Chen, Mary L. Cummings:
Subjectivity in Unsupervised Machine Learning Model Selection. CoRR abs/2309.00201 (2023) - 2022
- [j51]Mary L. Cummings, Songpo Li, Haibei Zhu:
Modeling operator self-assessment in human-autonomy teaming settings. Int. J. Hum. Comput. Stud. 157: 102729 (2022) - [j50]Mary L. Cummings, Ben Bauchwitz:
Safety Implications of Variability in Autonomous Driving Assist Alerting. IEEE Trans. Intell. Transp. Syst. 23(8): 12039-12049 (2022) - 2021
- [j49]Mary L. Cummings:
Rethinking the Maturity of Artificial Intelligence in Safety-Critical Settings. AI Mag. 42(1): 6-15 (2021) - [j48]Erin Treacy Solovey, Kimberly J. Ryan, Mary L. Cummings:
CODA: Mobile interface for enabling safer navigation of unmanned aerial vehicles in real-world settings. Int. J. Hum. Comput. Stud. 145: 102508 (2021) - [j47]Mary L. Cummings, Songpo Li:
Subjectivity in the Creation of Machine Learning Models. ACM J. Data Inf. Qual. 13(2): 7:1-7:19 (2021) - [j46]Mary L. Cummings, Hala Nassar, Vishwa Teja Alaparthy:
Defining the Tradespace for Passively Defending Against Rogue Drones. J. Intell. Robotic Syst. 103(4): 69 (2021) - 2020
- [c27]Haibei Zhu, Rong Xu, Mary L. Cummings:
Quantitative Operator Strategy Comparisons across Human Supervisory Control Scenarios. IROS 2020: 10968-10974 - [i1]Ufuk Topcu, Nadya Bliss, Nancy J. Cooke, Missy L. Cummings, Ashley J. Llorens, Howard E. Shrobe, Lenore D. Zuck:
Assured Autonomy: Path Toward Living With Autonomous Systems We Can Trust. CoRR abs/2010.14443 (2020)
2010 – 2019
- 2019
- [j45]Mary L. Cummings, Alexander J. Stimpson:
Identifying Critical Contextual Design Cues Through a Machine Learning Approach. AI Mag. 40(4): 28-39 (2019) - [j44]Mary L. Cummings:
Lethal Autonomous Weapons: Meaningful Human Control or Meaningful Human Certification? [Opinion]. IEEE Technol. Soc. Mag. 38(4): 20-26 (2019) - [j43]Victoria Chibuogu Nneji, Mary L. Cummings, Alexander J. Stimpson:
Predicting Locomotive Crew Performance in Rail Operations with Human and Automation Assistance. IEEE Trans. Hum. Mach. Syst. 49(3): 250-258 (2019) - [j42]Haibei Zhu, Mary L. Cummings, Mahmoud Elfar, Ziyao Wang, Miroslav Pajic:
Operator Strategy Model Development in UAV Hacking Detection. IEEE Trans. Hum. Mach. Syst. 49(6): 540-549 (2019) - [j41]Jin Zhou, Haibei Zhu, Minwoo Kim, Mary L. Cummings:
The Impact of Different Levels of Autonomy and Training on Operators' Drone Control Strategies. ACM Trans. Hum. Robot Interact. 8(4): 22:1-22:15 (2019) - [c26]Mahmoud Elfar, Haibei Zhu, Mary L. Cummings, Miroslav Pajic:
Security-Aware Synthesis of Human-UAV Protocols. ICRA 2019: 8011-8017 - [c25]Haibei Zhu, Mary L. Cummings:
The Stability of Human Supervisory Control Operator Behavioral Models Using Hidden Markov Models. IROS 2019: 6971-6978 - 2018
- [c24]Haibei Zhu, Mahmoud Elfar, Miroslav Pajic, Ziyao Wang, Mary L. Cummings:
Human Augmentation of UAV Cyber-Attack Detection. HCI (16) 2018: 154-167 - 2017
- [c23]Erin Treacy Solovey, Pallavi Powale, Mary L. Cummings:
A Field Study of Multimodal Alerts for an Autonomous Threat Detection System. HCI (6) 2017: 393-412 - [c22]Mahmoud Elfar, Haibei Zhu, Adithya Raghunathan, Yi Y. Tay, Jeffrey Wubbenhorst, Mary L. Cummings, Miroslav Pajic:
Platform for security-aware design of human-on-the-loop cyber-physical systems. ICCPS 2017: 93 - 2016
- [j40]Mary L. Cummings, Fei Gao, Kris M. Thornburg:
Boredom in the Workplace: A New Look at an Old Problem. Hum. Factors 58(2): 279-300 (2016) - [j39]Jason C. Ryan, Mary L. Cummings:
A Systems Analysis of the Introduction of Unmanned Aircraft Into Aircraft Carrier Operations. IEEE Trans. Hum. Mach. Syst. 46(2): 209-220 (2016) - 2015
- [j38]Andrew S. Clare, Mary L. Cummings, Nelson P. Repenning:
Influencing Trust for Human-Automation Collaborative Scheduling of Multiple Unmanned Vehicles. Hum. Factors 57(7): 1208-1218 (2015) - [j37]Mark Boyer, Mary L. Cummings, Lee B. Spence, Erin Treacy Solovey:
Investigating Mental Workload Changes in a Long Duration Supervisory Control Task. Interact. Comput. 27(5): 512-520 (2015) - [j36]Jason C. Ryan, Mary L. Cummings:
Effects of Safety Protocols on Unmanned Vehicle Ground Operations. J. Aerosp. Inf. Syst. 12(7): 431-440 (2015) - 2014
- [j35]Alexander J. Stimpson, Mary L. Cummings:
Assessing Intervention Timing in Computer-Based Education Using Machine Learning Algorithms. IEEE Access 2: 78-87 (2014) - [j34]Mary Missy Cummings:
Man versus Machine or Man + Machine? IEEE Intell. Syst. 29(5): 62-69 (2014) - [j33]Jason C. Ryan, Ashis Gopal Banerjee, Mary L. Cummings, Nicholas Roy:
Comparing the Performance of Expert User Heuristics and an Integer Linear Program in Aircraft Carrier Deck Operations. IEEE Trans. Cybern. 44(6): 761-773 (2014) - [j32]Mary L. Cummings, Luca F. Bertuccelli, Jamie C. Macbeth, Amit Surana:
Task Versus Vehicle-Based Control Paradigms in Multiple Unmanned Vehicle Supervision by a Single Operator. IEEE Trans. Hum. Mach. Syst. 44(3): 353-361 (2014) - [j31]Fei Gao, Mary L. Cummings, Erin Treacy Solovey:
Modeling Teamwork in Supervisory Control of Multiple Robots. IEEE Trans. Hum. Mach. Syst. 44(4): 441-453 (2014) - [c21]Fei Gao, Mary L. Cummings:
Barriers to Robust and Effective Human-Agent Teamwork. AAAI Spring Symposia 2014 - 2013
- [j30]Mary L. Cummings, C. Mastracchio, Kristopher M. Thornburg, A. Mkrtchyan:
Boredom and Distraction in Multiple Unmanned Vehicle Supervisory Control. Interact. Comput. 25(1): 34-47 (2013) - [j29]Jason M. Rathje, Lee B. Spence, Mary L. Cummings:
Human-Automation Collaboration in Occluded Trajectory Smoothing. IEEE Trans. Hum. Mach. Syst. 43(2): 137-148 (2013) - [c20]Fei Gao, Andrew S. Clare, Jamie C. Macbeth, Missy L. Cummings:
Modeling the Impact of Operator Trust on Performance in Multiple Robot Control. AAAI Spring Symposium: Trust and Autonomous Systems 2013 - [c19]Christopher W. Berardi, Erin Treacy Solovey, Mary L. Cummings:
Investigating the efficacy of network visualizations for intelligence tasks. ISI 2013: 278-283 - 2012
- [j28]David J. Pitman, Mary L. Cummings:
Collaborative Exploration with a Micro Aerial Vehicle: A Novel Interaction Method for Controlling a MAV with a Hand-Held Device. Adv. Hum. Comput. Interact. 2012: 768180:1-768180:15 (2012) - [j27]Andrew S. Clare, Pierre C. P. Maere, Mary L. Cummings:
Assessing operator strategies for real-time replanning of multiple unmanned vehicles. Intell. Decis. Technol. 6(3): 221-231 (2012) - [j26]Mary L. Cummings, Jessica J. Márquez, Nicholas Roy:
Human-automated path planning optimization and decision support. Int. J. Hum. Comput. Stud. 70(2): 116-128 (2012) - [j25]Andrew S. Clare, Mary L. Cummings, Jonathan P. How, Andrew K. Whitten, Olivier Toupet:
Operator Object Function Guidance for a Real-Time Unmanned Vehicle Scheduling Algorithm. J. Aerosp. Comput. Inf. Commun. 9(4): 161-173 (2012) - [j24]Mary L. Cummings, Jonathan P. How, Andrew K. Whitten, Olivier Toupet:
The Impact of Human-Automation Collaboration in Decentralized Multiple Unmanned Vehicle Control. Proc. IEEE 100(3): 660-671 (2012) - [j23]Luca F. Bertuccelli, Mary L. Cummings:
Operator Choice Modeling for Collaborative UAV Visual Search Tasks. IEEE Trans. Syst. Man Cybern. Part A 42(5): 1088-1099 (2012) - [c18]Andrew S. Clare, Jamie C. Macbeth, Mary L. Cummings:
Mixed-initiative strategies for real-time scheduling of multiple unmanned vehicles. ACC 2012: 676-682 - [c17]Fei Gao, Missy L. Cummings, Luca F. Bertuccelli:
Teamwork in controlling multiple robots. HRI 2012: 81-88 - [c16]Erin Treacy Solovey, Kim Jackson, Mary L. Cummings:
Collision avoidance interface for safe piloting of unmanned vehicles using a mobile device. UIST (Adjunct Volume) 2012: 77-78 - 2011
- [j22]Yves Boussemart, Mary L. Cummings:
Predictive models of human supervisory control behavioral patterns using hidden semi-Markov models. Eng. Appl. Artif. Intell. 24(7): 1252-1262 (2011) - [j21]Yves Boussemart, Mary L. Cummings, Jonathan C. Las Fargeas, Nicholas Roy:
Supervised vs. Unsupervised Learning for Operator State Modeling in Unmanned Vehicle Settings. J. Aerosp. Comput. Inf. Commun. 8(3): 71-85 (2011) - [j20]Mary L. Cummings, Kristopher M. Thornburg:
Paying Attention to the Man behind the Curtain. IEEE Pervasive Comput. 10(1): 58-62 (2011) - [j19]Jacob W. Crandall, Mary L. Cummings, Mauro Della Penna, Paul M. A. de Jong:
Computing the Effects of Operator Attention Allocation in Human Control of Multiple Robots. IEEE Trans. Syst. Man Cybern. Part A 41(3): 385-397 (2011) - [c15]Luca F. Bertuccelli, Mary L. Cummings:
Scenario-based robust scheduling for collaborative human-UAV visual search tasks. CDC/ECC 2011: 5702-5707 - [c14]Jacqueline M. Tappan, David J. Pitman, Mary L. Cummings, Denis Miglianico:
Display Requirements for an Interactive Rail Scheduling Display. HCI (21) 2011: 352-361 - [c13]Jacqueline M. Tappan, Mary L. Cummings, Christine Mikkelsen, Ken Driediger:
Mobile application for utility domains. Mobile HCI 2011: 521-524 - 2010
- [j18]Mary L. Cummings, Andrew S. Clare, Christin Hart:
The Role of Human-Automation Consensus in Multiple Unmanned Vehicle Scheduling. Hum. Factors 52(1): 17-27 (2010) - [j17]Mary L. Cummings, Sylvain Bruni:
Human-automated planner collaboration in complex resource allocation decision support systems. Intell. Decis. Technol. 4(2): 101-114 (2010) - [j16]Mary L. Cummings, Amy S. Brzezinski:
Global vs. local decision support for multiple independent UAV schedule management. Int. J. Appl. Decis. Sci. 3(3): 188-205 (2010) - [j15]Mary L. Cummings, Mariela Buchin, Geoffrey Carrigan, Birsen Donmez:
Supporting intelligent and trustworthy maritime path planning decisions. Int. J. Hum. Comput. Stud. 68(10): 616-626 (2010) - [j14]Birsen Donmez, Carl E. Nehme, Mary L. Cummings:
Modeling Workload Impact in Multiple Unmanned Vehicle Supervisory Control. IEEE Trans. Syst. Man Cybern. Part A 40(6): 1180-1190 (2010) - [c12]Luca F. Bertuccelli, Nicholas A. Pellegrino, Mary L. Cummings:
Choice modeling of relook tasks for UAV search missions. ACC 2010: 2410-2415 - [c11]Pierre C. P. Maere, Andrew S. Clare, Mary L. Cummings:
Assessing operator strategies for adjusting replan alerts in controlling multiple unmanned vehicles. IFAC HMS 2010: 368-373 - [c10]Birsen Donmez, Mary L. Cummings:
Metric selection for evaluating human supervisory control of unmanned vehicles. PerMIS 2010: 14-21 - [c9]Birsen Donmez, Mary L. Cummings, Hudson D. Graham, Amy S. Brzezinski:
Modified Cooper Harper scales for assessing unmanned vehicle displays. PerMIS 2010: 235-242
2000 – 2009
- 2009
- [j13]Birsen Donmez, Mary L. Cummings, Hudson D. Graham:
Auditory Decision Aiding in Supervisory Control of Multiple Unmanned Aerial Vehicles. Hum. Factors 51(5): 718-729 (2009) - [j12]Jacob W. Crandall, Mary L. Cummings, Carl E. Nehme:
Predictive Model for Human-Unmanned Vehicle Systems. J. Aerosp. Comput. Inf. Commun. 6(11): 585-603 (2009) - [c8]Brian Mekdeci, Mary L. Cummings:
Modeling multiple human operators in the supervisory control of heterogeneous unmanned vehicles. PerMIS 2009: 1-8 - [p2]Mary L. Cummings, Sylvain Bruni:
Collaborative Human-Automation Decision Making. Handbook of Automation 2009: 437-447 - 2008
- [j11]Jessica J. Márquez, Mary L. Cummings:
Design and Evaluation of Path Planning Decision Support for Planetary Surface Exploration. J. Aerosp. Comput. Inf. Commun. 5(3): 57-71 (2008) - [j10]Mary L. Cummings, Paul J. Mitchell:
Predicting Controller Capacity in Supervisory Control of Multiple UAVs. IEEE Trans. Syst. Man Cybern. Part A 38(2): 451-460 (2008) - [c7]Marvin S. Cohen, Onur Sert, Melanie LeGoullon, Ewart de Visser, Amos Freedy, Gershon Weltman, Mary L. Cummings:
Cognition and game theory in the design of a collaboration manager for shared control of multiple UV assets. CTS 2008: 513-523 - [c6]Birsen Donmez, Patricia E. Pina, Mary L. Cummings:
Evaluation criteria for human-automation performance metrics. PerMIS 2008: 77-82 - 2007
- [j9]Mary L. Cummings, Amy S. Brzezinski, John D. Lee:
Operator Performance and Intelligent Aiding in Unmanned Aerial Vehicle Scheduling. IEEE Intell. Syst. 22(2): 52-59 (2007) - [j8]Mary L. Cummings, Stephanie A. Guerlain:
Developing Operator Capacity Estimates for Supervisory Control of Autonomous Vehicles. Hum. Factors 49(1): 1-15 (2007) - [j7]Mary L. Cummings, Ryan M. Kilgore, Enlie Wang, Louis Tijerina, Dev S. Kochhar:
Effects of Single Versus Multiple Warnings on Driver Performance. Hum. Factors 49(6): 1097-1106 (2007) - [j6]Jacob W. Crandall, Mary L. Cummings:
Identifying Predictive Metrics for Supervisory Control of Multiple Robots. IEEE Trans. Robotics 23(5): 942-951 (2007) - [c5]Mark Ashdown, Mary L. Cummings:
Asymmetric Synchronous Collaboration Within Distributed Teams. HCI (13) 2007: 245-255 - [c4]Jacob W. Crandall, Mary L. Cummings:
Developing performance metrics for the supervisory control of multiple robots. HRI 2007: 33-40 - [p1]Mary L. Cummings, Carl E. Nehme, Jacob W. Crandall, Paul J. Mitchell:
Predicting Operator Capacity for Supervisory Control of Multiple UAVs. Innovations in Intelligent Machines (1) 2007: 11-37 - 2006
- [j5]Mary L. Cummings, Paul J. Mitchell:
Automated Scheduling Decision Support for Supervisory Control of Multiple UAVs. J. Aerosp. Comput. Inf. Commun. 3(6): 294-308 (2006) - [j4]Missy L. Cummings:
Conducting online course dialogue on the ethics of weapons design. IEEE Technol. Soc. Mag. 25(1): 31-37 (2006) - 2004
- [j3]Mary L. Cummings:
The Need for Command and Control Instant Message Adaptive Interfaces: Lessons Learned from Tactical Tomahawk Human-in-the-Loop Simulations. Cyberpsychology Behav. Soc. Netw. 7(6): 653-661 (2004) - [j2]Mary L. Cummings:
Creating moral buffers in weapon control interface design. IEEE Technol. Soc. Mag. 23(3): 28-33 (2004) - [c3]Missy L. Cummings, Jenny Lo:
Globalizing engineering ethics education through Web-based instruction. ISTAS 2004: 92-95 - 2003
- [j1]Missy L. Cummings:
The double-edged sword of secrecy in military weapon development. IEEE Technol. Soc. Mag. 22(4): 4-12 (2003) - [c2]Mary L. Cummings:
Ethical and social issues in the design of weapon control computer interfaces. ISTAS/CPTED 2003: 14-18 - [c1]Mary L. Cummings, Stephanie A. Guerlain:
The tactical Tomahawk conundrum: designing decision support systems for revolutionary domains. SMC 2003: 1583-1588
Coauthor Index
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