| 2011 |
|---|
| 28 | Lazy attribute selection: Choosing attributes at classification time. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas. Intell. Data Anal. (15): 715-732 (2011). Web SearchBibTeXDownload |
| 27 | Improving Lazy Attribute Selection. Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz Henrique de Campos Merschmann, Alex Alves Freitas. JIDM (2): 447-462 (2011). Web SearchBibTeXDownload |
| 26 | Sensor data analysis for equipment monitoring. Ana Cristina Bicharra Garcia, Cristiana Bentes, Rafael Heitor C. de Melo, Bianca Zadrozny, Thadeu J. P. Penna. Knowl. Inf. Syst. (28): 333-364 (2011). Web SearchBibTeXDownload |
| 2009 |
|---|
| 25 | Modeling Quantiles. Claudia Perlich, Saharon Rosset, Bianca Zadrozny. Encyclopedia of Data Warehousing and Mining 2009, 1324-1329. Web SearchBibTeXDownload |
| 24 | Tutorial summary: Reductions in machine learning. Alina Beygelzimer, John Langford, Bianca Zadrozny. ICML 2009, 172. Web SearchBibTeXDownload |
| 23 | Exploiting contexts to deal with uncertainty in classification. Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo C. da Rocha, Thiago Salles. KDD Workshop on Knowledge Discovery from Uncertain Data 2009, 19-22. Web SearchBibTeXDownload |
| 2008 |
|---|
| 22 | Guest editorial: special issue on utility-based data mining. Gary M. Weiss, Bianca Zadrozny, Maytal Saar-Tsechansky. Data Min. Knowl. Discov. (17): 129-135 (2008). Web SearchBibTeXDownload |
| 2007 |
|---|
| 21 | High-quantile modeling for customer wallet estimation and other applications. Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny. KDD 2007, 977-985. Web SearchBibTeXDownload |
| 20 | Ranking-based evaluation of regression models. Saharon Rosset, Claudia Perlich, Bianca Zadrozny. Knowl. Inf. Syst. (12): 331-353 (2007). Web SearchBibTeXDownload |
| 2006 |
|---|
| 19 | Using secure coprocessors for privacy preserving collaborative data mining and analysis. Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth Goldman, Bianca Zadrozny, Vamsavardhana R. Chillakuru, Marysabel del Carpio, Chidanand Apté. DaMoN 2006, 1. Web SearchBibTeXDownload |
| 18 | Outlier detection by active learning. Naoki Abe, Bianca Zadrozny, John Langford. KDD 2006, 504-509. Web SearchBibTeXDownload |
| 17 | UBDM 2006: Utility-Based Data Mining 2006 workshop report. Bianca Zadrozny, Gary M. Weiss, Maytal Saar-Tsechansky. SIGKDD Explorations (8): 98-101 (2006). Web SearchBibTeXDownload |
| 16 | Predicting Conditional Quantiles via Reduction to Classification. John Langford, Roberto Oliveira, Bianca Zadrozny. UAI 2006. Web SearchBibTeXDownload |
| 2005 |
|---|
| 15 | Weighted One-Against-All. Alina Beygelzimer, John Langford, Bianca Zadrozny. AAAI 2005, 720-725. Web SearchBibTeX |
| 14 | Business Performance Management System for CRM and Sales Execution. Markus Ettl, Bianca Zadrozny, Pawan Chowdhary, Naoki Abe. DEXA Workshops 2005, 908-913. Web SearchBibTeXDownload |
| 13 | Ranking-Based Evaluation of Regression Models. Saharon Rosset, Claudia Perlich, Bianca Zadrozny. ICDM 2005, 370-377. Web SearchBibTeXDownload |
| 12 | An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu. ICDM 2005, 605-608. Cited by 19Web SearchBibTeXDownload |
| 11 | Error limiting reductions between classification tasks. Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford, Bianca Zadrozny. ICML 2005, 49-56. Web SearchBibTeXDownload |
| 10 | Relating reinforcement learning performance to classification performance. John Langford, Bianca Zadrozny. ICML 2005, 473-480. Web SearchBibTeXDownload |
| 9 | Report on UBDM-05: Workshop on Utility-Based Data Mining. Gary M. Weiss, Maytal Saar-Tsechansky, Bianca Zadrozny. SIGKDD Explorations (7): 145-147 (2005). Web SearchBibTeXDownload |
| 2004 |
|---|
| 8 | Learning and evaluating classifiers under sample selection bias. Bianca Zadrozny. ICML 2004. Web SearchBibTeXDownload |
| 7 | An iterative method for multi-class cost-sensitive learning. Naoki Abe, Bianca Zadrozny, John Langford. KDD 2004, 3-11. Web SearchBibTeXDownload |
| 2003 |
|---|
| 6 | Cost-Sensitive Learning by Cost-Proportionate Example Weighting. Bianca Zadrozny, John Langford, Naoki Abe. ICDM 2003, 435. Web SearchBibTeXDownload |
| 2002 |
|---|
| 5 | Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté. ICDM 2002, 3-10. Web SearchBibTeXDownload |
| 4 | Transforming classifier scores into accurate multiclass probability estimates. Bianca Zadrozny, Charles Elkan. KDD 2002, 694-699. Web SearchBibTeXDownload |
| 3 | Sequential cost-sensitive decision making with reinforcement learning. Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny. KDD 2002, 259-268. Web SearchBibTeXDownload |
| 2001 |
|---|
| 2 | Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers. Bianca Zadrozny, Charles Elkan. ICML 2001, 609-616. Web SearchBibTeX |
| 1 | Learning and making decisions when costs and probabilities are both unknown. Bianca Zadrozny, Charles Elkan. KDD 2001, 204-213. Web SearchBibTeXDownload |
