| 1 | -- | 3 | Eyke Hüllermeier. Special issue on fuzzy sets in knowledge discovery |
| 5 | -- | 20 | Richard Jensen, Qiang Shen. Fuzzy-rough data reduction with ant colony optimization |
| 21 | -- | 37 | Michael R. Berthold, Bernd Wiswedel, David E. Patterson. Interactive exploration of fuzzy clusters using Neighborgrams |
| 39 | -- | 56 | János Abonyi, Balazs Feil, Sandor Z. Németh, Peter Arva. Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series |
| 57 | -- | 71 | Thomas Sudkamp. Examples, counterexamples, and measuring fuzzy associations |
| 73 | -- | 85 | Martine De Cock, Chris Cornelis, Etienne E. Kerre. Elicitation of fuzzy association rules from positive and negative examples |
| 87 | -- | 104 | Wai-Ho Au, Keith C. C. Chan. Mining changes in association rules: a fuzzy approach |
| 105 | -- | 129 | Fernando Berzal Galiano, Ignacio Blanco, Daniel Sánchez, José-María Serrano, Nara-Amparo Vila. A definition for fuzzy approximate dependencies |
| 131 | -- | 147 | Mark Last, Shay Eyal. A fuzzy-based lifetime extension of genetic algorithms |
| 149 | -- | 186 | Hanli Wang, Sam Kwong, Yaochu Jin, Wei Wei, Kim-Fung Man. Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction |
| 187 | -- | 207 | Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar. Knowledge discovery by a neuro-fuzzy modeling framework |
| 209 | -- | 233 | Aljoscha Klose, Rudolf Kruse. Semi-supervised learning in knowledge discovery |