Bianca Zadrozny, Ph.D.

2003

Charles Elkan	grad student	2003	UCSD
(Policy mining: Learning decision policies from fixed sets of data.)

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Hoffimann J, Zadrozny B. (2019) Efficient variography with partition variograms Computers & Geosciences. 131: 52-59
Weiss GM, Zadrozny B, Saar-Tsechansky M. (2008) Guest editorial: Special issue on utility-based data mining Data Mining and Knowledge Discovery. 17: 129-135
Weiss G, Saar-Tsechansky M, Zadrozny B. (2005) Report on UBDM-05: Workshop on Utility-Based Data Mining Sigkdd Explorations. 7: 145-147
Zadrozny B. (2005) One-benefit learning: Cost-sensitive learning with restricted cost information Proceedings of the 1st International Workshop On Utility-Based Data Mining, Ubdm '05. 53-58
Zadrozny B, Elkan C. (2002) Transforming classifier scores into accurate multiclass probability estimates Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 694-699
Pednault E, Abe N, Zadrozny B, et al. (2002) Sequential cost-sensitive decision making with reinforcement learning Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 259-268
Zadrozny B, Elkan C. (2001) Learning and making decisions when costs and probabilities are both unknown Proceedings of the Seventh Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 204-213