1. Guest Editors’ introduction: special issue of selected papers from ECML PKDD 2008

   • Walter Daelemans
   • Bart Goethals
   • Katharina Morik

   Editorial 08 July 2008 Pages: 155 - 156

2. Rollout sampling approximate policy iteration

   • Christos Dimitrakakis
   • Michail G. Lagoudakis

   OriginalPaper Open access 10 July 2008 Pages: 157 - 171

3. Large margin vs. large volume in transductive learning

   • Ran El-Yaniv
   • Dmitry Pechyony
   • Vladimir Vapnik

   OriginalPaper 08 July 2008 Pages: 173 - 188

4. Incremental exemplar learning schemes for classification on embedded devices

   • Ankur Jain
   • Daniel Nikovski

   OriginalPaper 10 July 2008 Pages: 189 - 203

5. New closed-form bounds on the partition function

   • Dvijotham Krishnamurthy
   • Soumen Chakrabarti
   • Subhasis Chaudhuri

   OriginalPaper 15 July 2008 Pages: 205 - 229

6. A collaborative filtering framework based on both local user similarity and global user similarity

   • Heng Luo
   • Changyong Niu
   • Carsten Ullrich

   OriginalPaper 08 July 2008 Pages: 231 - 245

7. A critical analysis of variants of the AUC

   • Stijn Vanderlooy
   • Eyke Hüllermeier

   OriginalPaper Open access 15 July 2008 Pages: 247 - 262

8. Improving maximum margin matrix factorization

   • Markus Weimer
   • Alexandros Karatzoglou
   • Alex Smola

   OriginalPaper 10 July 2008 Pages: 263 - 276