| 0 | -- | 0 | Eyke Hüllermeier, Frank Klawonn, Andreas Nürnberger. Editorial |
| 521 | -- | 537 | Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli. On the Role of Interpretability in Fuzzy Data Mining |
| 539 | -- | 557 | Rafael Alcalá, María José Gacto, Francisco Herrera, Jesús Alcalá-Fdez. A Multi-Objective Genetic Algorithm for Tuning and Rule Selection to Obtain Accurate and Compact Linguistic Fuzzy Rule-Based Systems |
| 559 | -- | 570 | Fernando Berzal, Juan C. Cubero, Daniel Sánchez, María Amparo Vila Miranda, José-María Serrano. An Alternative Approach to Discover Gradual Dependencies |
| 571 | -- | 593 | Vitaliy Kolodyazhniy, Frank Klawonn, Katharina Tschumitschew. A Neuro-Fuzzy Model for Dimensionality Reduction and its Application |
| 595 | -- | 614 | Christian Borgelt. Resampling for Fuzzy Clustering |
| 615 | -- | 624 | Frank Rehm, Frank Klawonn, Rudolf Kruse. Visualization of Fuzzy Classifiers |
| 625 | -- | 645 | Nees Jan van Eck, Ludo Waltman. Bibliometric Mapping of the Computational Intelligence Field |
| 647 | -- | 648 | Vladik Kreinovich. Interval Methods in Knowledge Representation |