| 129 | -- | 135 | Gary M. Weiss, Bianca Zadrozny, Maytal Saar-Tsechansky. Guest editorial: special issue on utility-based data mining |
| 136 | -- | 163 | Prithviraj Sen, Lise Getoor. Cost-sensitive learning with conditional Markov networks |
| 164 | -- | 206 | George Forman. Quantifying counts and costs via classification |
| 207 | -- | 224 | Tom Fawcett. PRIE: a system for generating rulelists to maximize ROC performance |
| 225 | -- | 252 | Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi. Automatically countering imbalance and its empirical relationship to cost |
| 253 | -- | 282 | Gary M. Weiss, Ye Tian. Maximizing classifier utility when there are data acquisition and modeling costs |
| 283 | -- | 316 | Lior Rokach, Lihi Naamani, Armin Shmilovici. Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns |
| 317 | -- | 342 | Michael Brydon, Andrew Gemino. Classification trees and decision-analytic feedforward control: a case study from the video game industry |