1. Special issue for ECML PKDD 2010: Guest editors’ introduction

   • José L Balcázar
   • Francesco Bonchi
   • Michèle Sebag

   Editorial 30 July 2010 Pages: 1 - 4

2. A segmented topic model based on the two-parameter Poisson-Dirichlet process

   • Lan Du
   • Wray Buntine
   • Huidong Jin

   OriginalPaper 23 July 2010 Pages: 5 - 19

3. Large scale image annotation: learning to rank with joint word-image embeddings

   • Jason Weston
   • Samy Bengio
   • Nicolas Usunier

   OriginalPaper 27 July 2010 Pages: 21 - 35

4. On the eigenvectors of p-Laplacian

   • Dijun Luo
   • Heng Huang
   • Feiping Nie

   OriginalPaper 22 July 2010 Pages: 37 - 51

5. Relational retrieval using a combination of path-constrained random walks

   • Ni Lao
   • William W. Cohen

   OriginalPaper 22 July 2010 Pages: 53 - 67

6. Mining adversarial patterns via regularized loss minimization

   • Wei Liu
   • Sanjay Chawla

   OriginalPaper 22 July 2010 Pages: 69 - 83

7. Dimension reduction and its application to model-based exploration in continuous spaces

   • Ali Nouri
   • Michael L. Littman

   OriginalPaper 22 July 2010 Pages: 85 - 98

8. A geometric view of conjugate priors

   • Arvind Agarwal
   • Hal Daumé III

   OriginalPaper 22 July 2010 Pages: 99 - 113