| XAI—Explainable artificial intelligence D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang Science Robotics 4 (37), 2019 | 3723 | 2019 |
| Principles of explanatory debugging to personalize interactive machine learning T Kulesza, M Burnett, WK Wong, S Stumpf Proceedings of the 20th International Conference on Intelligent User …, 2015 | 713 | 2015 |
| Too much, too little, or just right? Ways explanations impact end users' mental models T Kulesza, S Stumpf, M Burnett, S Yang, I Kwan, WK Wong 2013 IEEE Symposium on Visual Languages and Human Centric Computing, 3-10, 2013 | 485 | 2013 |
| The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems A Bussone, S Stumpf, D O'Sullivan International Conference on Healthcare Informatics (ICHI), 160-169, 2015 | 461 | 2015 |
| Explainable AI: the new 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018 | 440 | 2018 |
| GenderMag: a method for evaluating software's gender inclusiveness M Burnett, S Stumpf, J Macbeth, S Makri, L Beckwith, I Kwan, A Peters, ... Interacting with Computers 28 (6), 760-787, 2016 | 310 | 2016 |
| Tell me more?: the effects of mental model soundness on personalizing an intelligent agent T Kulesza, S Stumpf, M Burnett, I Kwan Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1-10, 2012 | 302 | 2012 |
| Interacting meaningfully with machine learning systems: Three experiments S Stumpf, V Rajaram, L Li, WK Wong, M Burnett, T Dietterich, E Sullivan, ... International Journal of Human-Computer Studies 67 (8), 639-662, 2009 | 272 | 2009 |
| Toward harnessing user feedback for machine learning S Stumpf, V Rajaram, L Li, M Burnett, T Dietterich, E Sullivan, ... Proceedings of the 12th international conference on Intelligent user …, 2007 | 204 | 2007 |
| Talking about team framing: using argumentation to analyse and support experiential learning in early design episodes SC Stumpf, JT McDonnell Design studies 23 (1), 5-23, 2002 | 172 | 2002 |
| Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion 106, 102301, 2024 | 137 | 2024 |
| Explanatory debugging: Supporting end-user debugging of machine-learned programs T Kulesza, S Stumpf, M Burnett, WK Wong, Y Riche, T Moore, I Oberst, ... 2010 IEEE Symposium on Visual Languages and Human-Centric Computing, 41-48, 2010 | 135 | 2010 |
| Gender-Inclusive HCI Research and Design: A Conceptual Review S Stumpf, A Peters, S Bardzell, M Burnett, D Busse, J Cauchard, ... Foundations and Trends in Human–Computer Interaction 13 (1), 1-69, 2020 | 120 | 2020 |
| Why-oriented end-user debugging of naive Bayes text classification T Kulesza, S Stumpf, WK Wong, MM Burnett, S Perona, A Ko, I Oberst ACM Transactions on Interactive Intelligent Systems (TiiS) 1 (1), 1-31, 2011 | 113 | 2011 |
| Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process T Neate, A Bourazeri, A Roper, S Stumpf, S Wilson Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019 | 110 | 2019 |
| User Trust in Intelligent Systems: A Journey Over Time D Holliday, S Wilson, S Stumpf Proceedings of the 21st International Conference on Intelligent User …, 2016 | 110 | 2016 |
| Crossed Wires: Investigating the Problems of End-User Developers in a Physical Computing Task T Booth, S Stumpf, J Bird, S Jones Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016 | 107 | 2016 |
| Fixing the program my computer learned: Barriers for end users, challenges for the machine T Kulesza, WK Wong, S Stumpf, S Perona, R White, MM Burnett, I Oberst, ... Proceedings of the 14th international conference on Intelligent user …, 2009 | 107 | 2009 |
| End-User Experiences of Visual and Textual Programming Environments for Arduino T Booth, S Stumpf End-User Development, 25-39, 2013 | 105 | 2013 |
| Predicting user tasks: I know what you’re doing S Stumpf, X Bao, A Dragunov, TG Dietterich, J Herlocker, K Johnsrude, ... 20th National Conference on Artificial Intelligence (AAAI-05), Workshop on …, 2005 | 80 | 2005 |
Margaret BurnettUniversity Distinguished Professor of Computer Science, Oregon State UniversityVerified email at eecs.oregonstate.edu