1. Guest editors’ introduction: special issue of selected papers from ECML-PKDD 2012

   • Tijl De Bie
   • Peter A. Flach

   Editorial 06 June 2013 Pages: 1 - 3

2. A reinforcement learning approach to autonomous decision-making in smart electricity markets

   • Markus Peters
   • Wolfgang Ketter
   • John Collins

   OriginalPaper 09 April 2013 Pages: 5 - 39

   

3. Active evaluation of ranking functions based on graded relevance

   • Christoph Sawade
   • Steffen Bickel
   • Niels Landwehr

   OriginalPaper 22 May 2013 Pages: 41 - 64

   

4. Beam search algorithms for multilabel learning

   • Abhishek Kumar
   • Shankar Vembu
   • Charles Elkan

   OriginalPaper 22 May 2013 Pages: 65 - 89

   

5. Exploiting symmetries for scaling loopy belief propagation and relational training

   • Babak Ahmadi
   • Kristian Kersting
   • Sriraam Natarajan

   OriginalPaper 30 May 2013 Pages: 91 - 132

   

6. Geometry preserving multi-task metric learning

   • Peipei Yang
   • Kaizhu Huang
   • Cheng-Lin Liu

   OriginalPaper 25 May 2013 Pages: 133 - 175

   

7. Learning policies for battery usage optimization in electric vehicles

   • Stefano Ermon
   • Yexiang Xue
   • Bart Selman

   OriginalPaper 22 May 2013 Pages: 177 - 194

   

8. Massively parallel feature selection: an approach based on variance preservation

   • Zheng Zhao
   • Ruiwen Zhang
   • Warren Sarle

   OriginalPaper 22 May 2013 Pages: 195 - 220