Simone Stumpf
TitleCited byYear
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
1502015
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
1312009
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
1082002
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
1042007
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
722012
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
672013
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
672009
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
652005
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), 2, 2011
602011
End-User Experiences of Visual and Textual Programming Environments for Arduino
T Booth, S Stumpf
End-User Development, 25-39, 2013
552013
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
522016
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
472010
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
442008
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
372009
Supporting end-user debugging: what do users want to know?
C Kissinger, M Burnett, S Stumpf, N Subrahmaniyan, L Beckwith, S Yang, ...
Proceedings of the working conference on Advanced visual interfaces, 135-142, 2006
362006
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
312015
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
272016
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
222014
You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems
K McIntosh, A Groce, A Shinsel, S Shamasunder, T Kulesza, S Das, ...
22*2014
Explaining how to play real-time strategy games
R Metoyer, S Stumpf, C Neumann, J Dodge, J Cao, A Schnabel
Knowledge-Based Systems 23 (4), 295-301, 2010
222010
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