| 1 | -- | 0 | Maria Petrou, Petra Perner. Preface - Machine Learning and Data Mining in Pattern Recognition |
| 3 | -- | 13 | Maria Petrou. Learning in pattern recognition: some thoughts |
| 15 | -- | 24 | K. R. Sasikala, Maria Petrou. Properties of the generalised fuzzy aggregation operators |
| 25 | -- | 33 | Giorgio Giacinto, Fabio Roli. An approach to the automatic design of multiple classifier systems |
| 35 | -- | 46 | Martin Reczko, Dimitris A. Karras, Basil G. Mertzios, D. Graveron-Demilly, D. van Ormondt. Improved MR image reconstruction from sparsely sampled scans based on neural networks |
| 47 | -- | 54 | Petra Perner, Uwe Zscherpel, Carsten Jacobsen. A comparison between neural networks and decision trees based on data from industrial radiographic testing |
| 55 | -- | 61 | Se June Hong, Sholom M. Weiss. Advances in predictive models for data mining |
| 63 | -- | 74 | Jing Peng, Bir Bhanu. Independent feature analysis for image retrieval |
| 75 | -- | 83 | Atsushi Imiya, Kazuhiko Kawamoto. Learning dimensionality and orientations of 3D objects |