Saleema Amershi, Ph.D.
Affiliations: | 2012 | Computer Science and Engineering | University of Washington, Seattle, Seattle, WA |
Area:
Computer ScienceGoogle:
"Saleema Amershi"Parents
Sign in to add mentor| James A. Fogarty | grad student | 2012 | University of Washington | |
| (Designing for Effective End-User Interaction with Machine Learning.) | ||||
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Publications
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| Ren D, Amershi S, Lee B, et al. (2017) Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers. Ieee Transactions On Visualization and Computer Graphics. 23: 61-70 |
| Amershi S, Chickering M, Drucker SM, et al. (2015) Modeltracker: Redesigning performance analysis tools for machine learning Conference On Human Factors in Computing Systems - Proceedings. 2015: 337-346 |
| Amershi S, Cakmak M, Knox WB, et al. (2014) Power to the People: The Role of Humans in Interactive Machine Learning Ai Magazine. 35: 105 |
| Kulesza T, Amershi S, Caruana R, et al. (2014) Structured labeling to facilitate concept evolution in machine learning Conference On Human Factors in Computing Systems - Proceedings. 3075-3084 |
| Amershi S, Cakmak M, Knox WB, et al. (2014) Power to the people: The role of humans in interactive machine learning Ai Magazine. 35: 105-120 |
| Amershi S, Cakmak M, Knox WB, et al. (2013) IUI workshop on interactive machine learning International Conference On Intelligent User Interfaces, Proceedings Iui. 121-123 |
| Amershi S, Fogarty J, Weld DS. (2012) ReGroup: Interactive machine learning for on-demand group creation in social networks Conference On Human Factors in Computing Systems - Proceedings. 21-30 |
| Amershi S, Lee B, Kapoor A, et al. (2011) Human-guided machine learning for fast and accurate network alarm triage Ijcai International Joint Conference On Artificial Intelligence. 2564-2569 |
| Amershi S. (2011) Designing for effective end-user interaction with machine learning Uist'11 Adjunct - Proceedings of the 24th Annual Acm Symposium On User Interface Software and Technology. 47-50 |
| Amershi S, Lee B, Kapoor A, et al. (2011) CueT: Human-guided fast and accurate network alarm triage Conference On Human Factors in Computing Systems - Proceedings. 157-166 |