| 1 | -- | 2 | Johannes Fürnkranz. Editorial |
| 3 | -- | 38 | Mohamed Bouguessa. Clustering categorical data in projected spaces |
| 39 | -- | 83 | Shin Ando, Theerasak Thanomphongphan, Yoichi Seki, Einoshin Suzuki. Ensemble anomaly detection from multi-resolution trajectory features |
| 84 | -- | 136 | Annalisa Appice, Anna Ciampi, Donato Malerba. Summarizing numeric spatial data streams by trend cluster discovery |
| 137 | -- | 167 | Yu Hayashi, Kenji Yamanishi. Sequential network change detection with its applications to ad impact relation analysis |
| 168 | -- | 202 | Petr Kosina, João Gama. Very fast decision rules for classification in data streams |
| 203 | -- | 236 | Beyza Ermis, Evrim Acar, Ali Taylan Cemgil. Link prediction in heterogeneous data via generalized coupled tensor factorization |
| 237 | -- | 272 | Bart Minnaert, David Martens, Manu De Backer, Bart Baesens. To tune or not to tune: rule evaluation for metaheuristic-based sequential covering algorithms |
| 273 | -- | 295 | M. A. Migut, Marcel Worring, Cor J. Veenman. Visualizing multi-dimensional decision boundaries in 2D |
| 296 | -- | 297 | Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm. Erratum to: Unsupervised interaction-preserving discretization of multivariate data |