| 5 | -- | 33 | George J. Klir, Richard M. Smith. On Measuring Uncertainty and Uncertainty-Based Information: Recent Developments |
| 35 | -- | 66 | Didier Dubois, Henri Prade. Possibility Theory, Probability Theory and Multiple-Valued Logics: A Clarification |
| 67 | -- | 86 | Amel Borgi, Herman Akdag. Knowledge Based Supervised Fuzzy-Classification: An Application to Image Processing |
| 87 | -- | 123 | Gert de Cooman. Integration and Conditioning in Numerical Possibility Theory |
| 125 | -- | 169 | Peter McBurney, Simon Parsons. Representing Epistemic Uncertainty by Means of Dialectical Argumentation |
| 171 | -- | 177 | Judea Pearl. On Two Pseudo-Paradoxes in Bayesian Analysis |
| 179 | -- | 220 | Manfred Jaeger. Complex Probabilistic Modeling with Recursive Relational Bayesian Networks |
| 221 | -- | 243 | Helge Langseth, Olav Bangsø. Parameter Learning in Object-Oriented Bayesian Networks |
| 245 | -- | 268 | Tim Bedford, Roger M. Cooke. Probability Density Decomposition for Conditionally Dependent Random Variables Modeled by Vines |
| 269 | -- | 285 | Roger M. Cooke, Philippe Smets. Self-Conditional Probabilities and Probabilistic Interpretations of Belief Functions |
| 287 | -- | 313 | Barbara Vantaggi. Conditional Independence in A Coherent Finite Setting |
| 315 | -- | 334 | Michael M. Goldstein, Darren J. Wilkinson. Restricted Prior Inference for Complex Uncertainty Structures |
| 335 | -- | 372 | A. P. Dawid. Separoids: A Mathematical Framework for Conditional Independence and Irrelevance |
| 373 | -- | 392 | Giulianella Coletti, Romano Scozzafava. From Conditional Events to Conditional Measures: A New Axiomatic Approach |
| 393 | -- | 431 | Paulo Mateus, António Pacheco, Javier Pinto, Amílcar Sernadas, Cristina Sernadas. Probabilistic Situation Calculus |