1. The Machine Learning journal: 25 years young

   • Peter A. Flach

   Editorial 12 February 2011 Pages: 273 - 274

2. The changing science of machine learning

   • Pat Langley

   Editorial 18 February 2011 Pages: 275 - 279

3. Learning to compete, coordinate, and cooperate in repeated games using reinforcement learning

   • Jacob W. Crandall
   • Michael A. Goodrich

   OriginalPaper 20 May 2010 Pages: 281 - 314

4. Neural networks for relational learning: an experimental comparison

   • Werner Uwents
   • Gabriele Monfardini
   • Franco Scarselli

   OriginalPaper 24 July 2010 Pages: 315 - 349

5. Languages as hyperplanes: grammatical inference with string kernels

   • Alexander Clark
   • Christophe Costa Florêncio
   • Chris Watkins

   OriginalPaper 25 September 2010 Pages: 351 - 373

6. Feature-subspace aggregating: ensembles for stable and unstable learners

   • Kai Ming Ting
   • Jonathan R. Wells
   • Geoffrey I. Webb

   OriginalPaper Open access 18 November 2010 Pages: 375 - 397

7. Knows what it knows: a framework for self-aware learning

   • Lihong Li
   • Michael L. Littman
   • Alexander L. Strehl

   OriginalPaper 25 November 2010 Pages: 399 - 443

8. Anytime learning of anycost classifiers

   • Saher Esmeir
   • Shaul Markovitch

   OriginalPaper 25 November 2010 Pages: 445 - 473

9. An experimental test of Occam’s razor in classification

   • Jan Zahálka
   • Filip Železný

   Technical Note 18 November 2010 Pages: 475 - 481