1. Mining frequent closed rooted trees

   • José L. Balcázar
   • Albert Bifet
   • Antoni Lozano

   OriginalPaper 23 July 2009 Pages: 1 - 33

2. Semi-supervised local Fisher discriminant analysis for dimensionality reduction

   • Masashi Sugiyama
   • Tsuyoshi Idé
   • Jun Sese

   OriginalPaper 11 July 2009 Pages: 35 - 61

3. Bayesian generalized probability calculus for density matrices

   • Manfred K. Warmuth
   • Dima Kuzmin

   OriginalPaper Open access 23 July 2009 Pages: 63 - 101

4. Pointwise exact bootstrap distributions of ROC curves

   • Charles Dugas
   • David Gadoury

   OriginalPaper 16 July 2009 Pages: 103 - 136

5. Methods for the combination of kernel matrices within a support vector framework

   • Isaac Martín de Diego
   • Alberto Muñoz
   • Javier M. Moguerza

   OriginalPaper 14 August 2009 Pages: 137 - 174

6. Learning the set covering machine by bound minimization and margin-sparsity trade-off

   • François Laviolette
   • Mario Marchand
   • Sara Shanian

   OriginalPaper 25 July 2009 Pages: 175 - 201

7. Concept learning in description logics using refinement operators

   • Jens Lehmann
   • Pascal Hitzler

   OriginalPaper 16 September 2009 Pages: 203 - 250

8. A comparison of pruning criteria for probability trees

   • Daan Fierens
   • Jan Ramon
   • Maurice Bruynooghe

   OriginalPaper 19 September 2009 Pages: 251 - 285