| 173 | -- | 0 | Willem J. Heiser. Editorial |
| 175 | -- | 197 | Jerome H. Friedman. Recent Advances in Predictive (Machine) Learning |
| 199 | -- | 220 | Wojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin. Confidence in Classification: A Bayesian Approach |
| 221 | -- | 254 | Ulas Akkucuk, J. Douglas Carroll. PARAMAP vs. Isomap: A Comparison of Two Nonlinear Mapping Algorithms |
| 255 | -- | 268 | Michael J. Brusco. On the Performance of Simulated Annealing for Large-Scale L::2:: Unidimensional Scaling |
| 269 | -- | 299 | Anil Chaturvedi, J. Douglas Carroll. CLUSCALE ( CLUstering and multidimensional SCAL[E]ing ): A Three-Way Hybrid Model Incorporating Overlapping Clustering and Multidimensional Scaling Structure |
| 301 | -- | 313 | Ahmed Albatineh, Magdalena Niewiadomska-Bugaj, Daniel Mihalko. On Similarity Indices and Correction for Chance Agreement |
| 315 | -- | 334 | Weiliang Qiu, Harry Joe. Generation of Random Clusters with Specified Degree of Separation |