1. Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

   • Hendrik Blockeel
   • Kristian Kersting
   • Filip Železný

   Editorial 04 July 2013 Pages: 1 - 3

2. Probabilistic topic models for sequence data

   • Nicola Barbieri
   • Giuseppe Manco
   • Antonio Bevacqua

   OriginalPaper 03 July 2013 Pages: 5 - 29

   

3. Block coordinate descent algorithms for large-scale sparse multiclass classification

   • Mathieu Blondel
   • Kazuhiro Seki
   • Kuniaki Uehara

   OriginalPaper 08 May 2013 Pages: 31 - 52

   

4. The flip-the-state transition operator for restricted Boltzmann machines

   • Kai Brügge
   • Asja Fischer
   • Christian Igel

   OriginalPaper 03 July 2013 Pages: 53 - 69

   

5. ROC curves in cost space

   • José Hernández-Orallo
   • Peter Flach
   • César Ferri

   OriginalPaper 23 February 2013 Pages: 71 - 91

   

6. A comparative evaluation of stochastic-based inference methods for Gaussian process models

   • M. Filippone
   • M. Zhong
   • M. Girolami

   OriginalPaper 28 June 2013 Pages: 93 - 114

   

7. Spatio-temporal random fields: compressible representation and distributed estimation

   • Nico Piatkowski
   • Sangkyun Lee
   • Katharina Morik

   OriginalPaper 25 July 2013 Pages: 115 - 139

   

8. Pairwise meta-rules for better meta-learning-based algorithm ranking

   • Quan Sun
   • Bernhard Pfahringer

   OriginalPaper 09 July 2013 Pages: 141 - 161

   

9. Differential privacy based on importance weighting

   • Zhanglong Ji
   • Charles Elkan

   OriginalPaper 28 June 2013 Pages: 163 - 183