OREGON STATE UNIVERSITY

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Found 21 results
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2013
Das, S., T. Moore, W-K. Wong, S. Stumpf, I. Oberst, K. McIntosh, and M. Burnett, "End-user feature labeling: Supervised and semi-supervised approaches based on locally-weighted logistic regression", Artificial Intelligence, vol. 204, pp. 56 - 74, 11/2013.
Kulesza, T., S. Stumpf, M. Burnett, S. Yang, I. Kwan, and W-K. Wong, "Too much, too little, or just right? Ways explanations impact end users' mental models", 2013 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), San Jose, CA, IEEE, pp. 3 - 10, 09/2013.
2012
Stumpf, S., M. Burnett, V. Pipek, and W-K. Wong, "End-user interactions with intelligent and autonomous systems", CHI '12 Extended Abstracts on Human Factors in Computing Systems , Austin, Texas, ACM Press, pp. 2755-2758, 05/2012.
Kulesza, T., S. Stumpf, M. M. Burnett, and I. Kwan, "Tell me more? The Effects of Mental Model Soundness on Personalizing an Intelligent Agent", 2012 ACM annual conference on Human Factors in Computing Systems - CHI '12, Austin, Texas, ACM Press, pp. 1-10 , 05/2012.
Best Paper honorable mention
Curran, W., T. Moore, T. Kulesza, W-K. Wong, S. Todorovic, S. Stumpf, R. White, and M. M. Burnett, "Towards recognizing "cool"", 2012 ACM international conference on Intelligent User Interfaces - IUI '12, Lisbon, Portugal, ACM Press, pp. 285-288, 03/2012.
2011
Wong, W-K., I. Oberst, S. Das, T. Moore, S. Stumpf, K. McIntosh, and M. M. Burnett, "End-user feature labeling", Proceedings of the 15th international conference on Intelligent user interfaces - IUI '11, Palo Alto, CA, ACM Press, pp. 115-124, 02/2011.
Best Paper Nominee
Wong, W-K., I. Oberst, S. Das, T. Moore, S. Stumpf, K. McIntosh, and M. M. Burnett, "End-User Feature Labeling via Locally Weighted Logistic Regression", Twenty-Fifth AAAI Conference on Artificial Intelligence (NECTAR Track), San Francisco, CA, AAAI Press, 08/2011.
Shinsel, A., T. Kulesza, M. M. Burnett, W. Curran, A. Groce, S. Stumpf, and W-K. Wong, "Mini-crowdsourcing end-user assessment of intelligent assistants: A cost-benefit study", 2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Pittsburgh, PA, IEEE, pp. 47 - 54, 09/2011.
Kulesza, T., M. M. Burnett, S. Stumpf, W-K. Wong, S. Das, A. Groce, A. Shinsel, F. Bice, and K. McIntosh, "Where are my intelligent assistant's mistakes? a systematic testing approach", Proceedings of the Third international conference on End-user development, Berlin, Heidelberg, Springer-Verlag, pp. 171–186, 06/2011.
Kulesza, T., S. Stumpf, W-K. Wong, M. M. Burnett, S. Perona, A. J. Ko, and I. Oberst, "Why-oriented end-user debugging of naive Bayes text classification", ACM Transactions on Interactive Intelligent Systems, vol. 1, issue 1, pp. 1 - 31, 10/2011.
2010
Metoyer, R. A., S. Stumpf, C. Neumann, J. E. Dodge, J. Cao, and A. Schnabel, "Explaining How to Play Real-Time Strategy Games", Knowledge-Based Systems, vol. 23, issue 4, pp. 295 - 301, 05/2010.
Kulesza, T., S. Stumpf, M. M. Burnett, W-K. Wong, Y. Riche, T. Moore, I. Oberst, A. Shinsel, and K. McIntosh, "Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs", 2010 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Leganes, Madrid, Spain, IEEE, pp. 41 - 48, 09/2010.
2009
Shen, J., J. Irvine, X. Bao, M. Goodman, S. Kolibaba, A. Tran, F. Carl, B. Kirschner, S. Stumpf, and T. G. Dietterich, "Detecting and correcting user activity switches", Proceedingsc of the 13th International Conference on Intelligent User Interfaces - IUI '09, Sanibel Island, Florida, USA, ACM Press, pp. 117, 02/2009.
Metoyer, R. A., S. Stumpf, C. Neumann, J. E. Dodge, J. Cao, and A. Schnabel, "Explaining How to Play Real-Time Strategy Games", AI-2009 Twenty-ninth International Conference on Artificial Intelligence, Cambridge, England, Springer London, pp. 249 - 262, 12/2009.
Kulesza, T., W-K. Wong, S. Stumpf, S. Perona, R. White, M. M. Burnett, I. Oberst, and A. J. Ko, "Fixing the Program My Computer Learned: Barriers for End Users, Challenges for the Machine", ACM Conference on Intelligent User Interfaces, Sanibel Island, Florida, ACM, pp. 187–196, 02/2009.
Stumpf, S., V. Rajaram, L. Li, W-K. Wong, M. M. Burnett, T. G. Dietterich, E. Sullivan, and J. L. Herlocker, "Interacting meaningfully with machine learning systems: Three experiments", International Journal of Human-Computer Studies, vol. 67, issue 8, pp. 639 - 662, 06/2009.
2008
Stumpf, S., E. Sullivan, E. Fitzhenry, I. Oberst, W-K. Wong, and M. M. Burnett, "Integrating rich user feedback into intelligent user interfaces", Proceedings of the 2008 International Conference on Intelligent User Interfaces, Gran Canaria, Spain, ACM Press, pp. 50-59, 01/2008.
2007
Stumpf, S., V. Rajaram, L. Li, M. M. Burnett, T. G. Dietterich, E. Sullivan, R. Drummond, and J. L. Herlocker, "Toward harnessing user feedback for machine learning", Proceedings of the 12th International Conference on Intelligent User Interfaces - IUI '07, Honolulu, Hawaii, ACM Press, pp. 82, 01/2007.
Stumpf, S., E. Fitzhenry, and T. G. Dietterich, "The Use of Provenance in Information Retrieval", Workshop on Principles of Provenance (PROPR), Edinburgh, Scotland, 11/2007.
2006
Kissinger, C., M. M. Burnett, S. Stumpf, N. Subrahmaniyan, L. Beckwith, S. Yang, and M B. Rosson, "Supporting end-user debugging", Proceedings Advance Visual Interfaces, Venice, Italy, ACM Press, pp. 135-142, 05/2006.
2005
Stumpf, S., X. Bao, A. N. Dragunov, T. G. Dietterich, J. L. Herlocker, L. Li, and J. Shen, "Predicting user tasks: I know what you’re doing", In 20th National Conference on Artificial Intelligence (AAAI-05), Workshop on Human Comprehensible Machine Learning, Pittsburgh, Pennsylvania, Press, 07/2005.