| 1 | -- | 8 | Johannes Fürnkranz, Arno J. Knobbe. Guest Editorial: Global modeling using local patterns |
| 9 | -- | 51 | Siegfried Nijssen, Élisa Fromont. Optimal constraint-based decision tree induction from itemset lattices |
| 52 | -- | 90 | Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski. ENDER: a statistical framework for boosting decision rules |
| 91 | -- | 129 | Paulo J. Azevedo, Alípio Mário Jorge. Ensembles of jittered association rule classifiers |
| 130 | -- | 152 | Bernd Wiswedel, Frank Höppner, Michael R. Berthold. Learning in parallel universes |
| 153 | -- | 185 | Hassan H. Malik, John R. Kender, Dmitriy Fradkin, Fabian Mörchen. Hierarchical document clustering using local patterns |
| 186 | -- | 220 | Szymon Jaroszewicz. Using interesting sequences to interactively build Hidden Markov Models |