| XAI—Explainable artificial intelligence D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang Science Robotics 4 (37), 2019 | 1253 | 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 | 371 | 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 | 205 | 2013 |
| 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 | 199 | 2009 |
| Explainable AI: The New 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2018 | 176 | 2018 |
| Explainable ai: the new 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2018 | 176 | 2018 |
| 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 | 165 | 2012 |
| 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 | 152 | 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 | 135 | 2002 |
| 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 | 123 | 2015 |
| 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 | 121 | 2016 |
| 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 | 91 | 2011 |
| 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 | 89 | 2010 |
| 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 | 86 | 2009 |
| End-User Experiences of Visual and Textual Programming Environments for Arduino T Booth, S Stumpf End-User Development, 25-39, 2013 | 78 | 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 | 73 | 2005 |
| 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 | 64 | 2016 |
| Integrating rich user feedback into intelligent user interfaces S Stumpf, E Sullivan, E Fitzhenry, I Oberst, WK Wong, M Burnett Proceedings of the 13th international conference on Intelligent user …, 2008 | 52 | 2008 |
| Detecting and correcting user activity switches: algorithms and interfaces J Shen, J Irvine, X Bao, M Goodman, S Kolibaba, A Tran, F Carl, ... Proceedings of the 14th international conference on Intelligent user …, 2009 | 44 | 2009 |
| 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 | 43 | 2019 |
Margaret BurnettUniversity Distinguished Professor of Computer Science, Oregon State UniversityVerified email at eecs.oregonstate.edu
