| 535 | -- | 536 | . Editorial |
| 537 | -- | 550 | Amir Ghodrati, Shohreh Kasaei. Human action categorization using discriminative local spatio-temporal feature weighting |
| 551 | -- | 579 | Laura E. Brown, Ioannis Tsamardinos, Douglas P. Hardin. To feature space and back: Identifying top-weighted features in polynomial Support Vector Machine models |
| 581 | -- | 631 | Tarek Hamrouni. Key roles of closed sets and minimal generators in concise representations of frequent patterns |
| 633 | -- | 648 | Seyyed Mostafa Fakhrahmad, A. R. Rezapour, Mansoor Zolghadri Jahromi, Mohammad Hadi Sadreddini. A new fuzzy rule-based classification system for word sense disambiguation |
| 649 | -- | 664 | Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad. Building fast decision trees from large training sets |
| 665 | -- | 681 | Petr Berka. Learning compositional decision rules using the KEX algorithm |
| 683 | -- | 702 | Alexey Podlasov, Sabine Tan, Kay O'Halloran. Interactive state-transition diagrams for visualization of multimodal annotation |
| 703 | -- | 715 | Luis Guerra, Víctor Robles, Concha Bielza, Pedro Larrañaga. A comparison of clustering quality indices using outliers and noise |
| 717 | -- | 737 | Daniele Apiletti, Elena Baralis, Giulia Bruno, Alessandro Fiori. MaskedPainter: Feature selection for microarray data analysis |
| 739 | -- | 0 | . Erratum |