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Bianca Zadrozny

Papers on DiSC'06


Ranking-Based Evaluation of Regression Models

An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias

Report on UBDM-05: Workshop on Utility-Based Data Mining

Publications


Note: Links lead to the DBLP on the Web.

Bianca Zadrozny

Alina Beygelzimer , John Langford , Bianca Zadrozny: Weighted One-Against-All. AAAI 2005 : 720-725

Markus Ettl , Bianca Zadrozny, Pawan Chowdhary , Naoki Abe : Business Performance Management System for CRM and Sales Execution. DEXA Workshops 2005 : 908-913

Saharon Rosset , Claudia Perlich , Bianca Zadrozny: Ranking-Based Evaluation of Regression Models. ICDM 2005 : 370-377

Wei Fan , Ian Davidson , Bianca Zadrozny, Philip S. Yu : An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. ICDM 2005 : 605-608

John Langford , Bianca Zadrozny: Relating reinforcement learning performance to classification performance. ICML 2005 : 473-480

Alina Beygelzimer , Varsha Dani , Tom Hayes , John Langford , Bianca Zadrozny: Error limiting reductions between classification tasks. ICML 2005 : 49-56

Gary Weiss , Maytal Saar-Tsechansky , Bianca Zadrozny: Report on UBDM-05: Workshop on Utility-Based Data Mining. SIGKDD Explorations 7 (2): 145-147 (2005)

Bianca Zadrozny: Learning and evaluating classifiers under sample selection bias. ICML 2004

Naoki Abe , Bianca Zadrozny, John Langford : An iterative method for multi-class cost-sensitive learning. KDD 2004 : 3-11

Bianca Zadrozny, John Langford , Naoki Abe : Cost-Sensitive Learning by Cost-Proportionate Example Weighting. ICDM 2003 : 435-

Naoki Abe , Edwin P. D. Pednault , Haixun Wang , Bianca Zadrozny, Wei Fan , Chidanand Apté : Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM 2002 : 3-10

Edwin P. D. Pednault , Naoki Abe , Bianca Zadrozny: Sequential cost-sensitive decision making with reinforcement learning. KDD 2002 : 259-268

Bianca Zadrozny, Charles Elkan : Transforming classifier scores into accurate multiclass probability estimates. KDD 2002 : 694-699

Bianca Zadrozny, Charles Elkan : Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers. ICML 2001 : 609-616

Bianca Zadrozny, Charles Elkan : Learning and making decisions when costs and probabilities are both unknown. KDD 2001 : 204-213

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