| 209 | -- | 0 | . Guest-editorial |
| 211 | -- | 219 | Corinna Cortes, Daryl Pregibon, Chris Volinsky. Communities of interest |
| 221 | -- | 235 | Fernando Berzal Galiano, Ignacio Blanco, Daniel Sánchez, María Amparo Vila Miranda. Measuring the accuracy and interest of association rules: A new framework |
| 237 | -- | 255 | Frank Höppner, Frank Klawonn. Finding informative rules in interval sequences |
| 257 | -- | 265 | Achim Lewandowski, Peter Protzel. Predicting time-varying functions with local models |
| 267 | -- | 279 | Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker. A framework for modelling virus gene expression data |
| 281 | -- | 308 | Cen Li, Gautam Biswas, Mike B. Dale, Pat Dale. Matryoshka: A HMM based temporal data clustering methodology for modeling system dynamics |