1. Guest editorial: special issue on utility-based data mining

   • Gary M. Weiss
   • Bianca Zadrozny
   • Maytal Saar-Tsechansky

   EditorialNotes 12 August 2008 Pages: 129 - 135

2. Cost-sensitive learning with conditional Markov networks

   • Prithviraj Sen
   • Lise Getoor

   OriginalPaper 07 March 2008 Pages: 136 - 163

3. Quantifying counts and costs via classification

   • George Forman

   OriginalPaper 10 June 2008 Pages: 164 - 206

4. PRIE: a system for generating rulelists to maximize ROC performance

   • Tom Fawcett

   OriginalPaper 05 February 2008 Pages: 207 - 224

5. Automatically countering imbalance and its empirical relationship to cost

   • Nitesh V. Chawla
   • David A. Cieslak
   • Ajay Joshi

   OriginalPaper 17 February 2008 Pages: 225 - 252

6. Maximizing classifier utility when there are data acquisition and modeling costs

   • Gary M. Weiss
   • Ye Tian

   OriginalPaper 06 September 2007 Pages: 253 - 282

7. Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns

   • Lior Rokach
   • Lihi Naamani
   • Armin Shmilovici

   OriginalPaper 08 July 2008 Pages: 283 - 316

8. Classification trees and decision-analytic feedforward control: a case study from the video game industry

   • Michael Brydon
   • Andrew Gemino

   OriginalPaper 31 January 2008 Pages: 317 - 342