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Simone Stumpf
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XAI—Explainable artificial intelligence
D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang
Science Robotics 4 (37), 2019
4792019
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
4502015
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
2862013
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
2432018
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
2432018
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
2162009
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
2012015
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
1942012
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
1662007
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
1572016
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
1422002
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
1082010
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
922009
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
912011
End-User Experiences of Visual and Textual Programming Environments for Arduino
T Booth, S Stumpf
End-User Development, 25-39, 2013
882013
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
742005
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
732016
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
592019
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
592008
You are the only possible oracle: Effective test selection for end users of interactive machine learning systems
A Groce, T Kulesza, C Zhang, S Shamasunder, M Burnett, WK Wong, ...
IEEE Transactions on Software Engineering 40 (3), 307-323, 2014
532014
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