1. Learning with Maximum-Entropy Distributions

   • Yishay Mansour
   • Mariano Schain

   OriginalPaper Pages: 123 - 145

2. Robust Learning with Missing Data

   • Marco Ramoni
   • Paola Sebastiani

   OriginalPaper Pages: 147 - 170

3. A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems

   • David J. Hand
   • Robert J. Till

   OriginalPaper Pages: 171 - 186

4. Predicting the Future of Discrete Sequences from Fractal Representations of the Past

   • Peter Tino
   • Georg Dorffner

   OriginalPaper Pages: 187 - 217

5. Reinterpreting the Category Utility Function

   • Boris Mirkin

   OriginalPaper Pages: 219 - 228