1. Learning symmetric causal independence models

   • Rasa Jurgelenaite
   • Tom Heskes

   OriginalPaper Open access 29 January 2008 Pages: 133 - 153

2. Learning (k,l)-contextual tree languages for information extraction from web pages

   • Stefan Raeymaekers
   • Maurice Bruynooghe
   • Jan Van den Bussche

   OriginalPaper 20 March 2008 Pages: 155 - 183

3. Learning the structure of dynamic Bayesian networks from time series and steady state measurements

   • Harri Lähdesmäki
   • Ilya Shmulevich

   OriginalPaper 12 April 2008 Pages: 185 - 217

4. On reoptimizing multi-class classifiers

   • Chris Bourke
   • Kun Deng
   • N. V. Vinodchandran

   OriginalPaper 16 April 2008 Pages: 219 - 242

5. Efficient approximate leave-one-out cross-validation for kernel logistic regression

   • Gavin C. Cawley
   • Nicola L. C. Talbot

   OriginalPaper 17 April 2008 Pages: 243 - 264

6. Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move

   • Marco Grzegorczyk
   • Dirk Husmeier

   OriginalPaper 17 April 2008 Pages: 265 - 305

7. Layered critical values: a powerful direct-adjustment approach to discovering significant patterns

   • Geoffrey I. Webb

   Technical Note 08 March 2008 Pages: 307 - 323