| 1994 | Computing Marginals from the Marginal Representation in Markov Trees. | Hong Xu |
| 1994 | Representation of Bayesian Networks as Relational Databases. | S. K. Michael Wong, Yang Xiang, Xiaopin Nie |
| 1994 | Some Varieties of Qualitative Probability. | Michael P. Wellman |
| 1994 | Extension of Lower Probabilities and Coherence of Belief Measures. | Zhenyuan Wang, Wei Wang |
| 1994 | Informational Time. | Robert Valle |
| 1994 | An Essay on Name and Extension of Rule-Given Properties. | Enric Trillas, Susana Cubillo, Adolfo R. de Soto |
| 1994 | Marginal Problem in Different Calculi of AI. | Milan Studen |
| 1994 | Non-Standard Probabilistic and Non Probabilistic Representations of Uncertainty. | Philippe Smets |
| 1994 | Juggling in Free Fall: Uncertainty Management Aspects of Domain Analysis Methods. | Mark A. Simos |
| 1994 | A System of Knowledge Representation Based in Formulae of Predicate Calculus whose Variables are Annotated by Expressions of A "Fuzzy"Terminological Logic. | Rita Maria da Silva, Antnio Eduardo C. Pereira, Mrcio L. Andrade Netto |
| 1994 | Philosophical Foundations for Causal Networks. | Glenn Shafer |
| 1994 | Possibilistic Semantic Nets. | Sandra A. Sandri, Guilherme Bittencourt |
| 1994 | Chaos Causes Perspective Reversals for Ambiguious Patterns. | Kazuo Sakai, Tsuyoshi Katayama, Satoshi Wada, Kotaro Oiwa |
| 1994 | Fuzzy Probabilities and their Applications to Statistical Inference. | Dan A. Ralescu |
| 1994 | The Qualitative Verification of Quantitative Uncertainty. | Simon Parsons, Alessandro Saffiotti |
| 1994 | A Feature-Based Reuse Library. | Sooyong Park, James D. Palmer |
| 1994 | Informational Energy Test for Equality of Variances. | Julio Angel Pardo, M. C. Pardo, M. L. Vicente, Mara Dolores Esteban |
| 1994 | A Note on Multi-Objective Information Measures. | Colette Padet, Arthur Ramer, Ronald R. Yager |
| 1994 | Introducing Contextual Information in Multisensor Tracking Algorithms. | V. Nimier |
| 1994 | Retrieval of Images Using Pixel-based Objects Models. | Masayuki Mukunoki, Michihiko Minoh, Katsuo Ikeda |
| 1994 | The Role of Measurement Uncertainty in Numeric Law Induction. | Marjorie Moulet |
| 1994 | Information Matrices Associated to (h, Phi)-Divergence Measures: Applications to Testing Hypotheses. | Domingo Morales, Leandro Pardo, Miquel Salicru, Mara Luisa Menndez |
| 1994 | Abstract Visualization of Software. A Basis for a Complex Hash-Key? | Roland T. Mittermeir, Lydia G. Wrfl |
| 1994 | Decision Making Using Belief Functions: Evaluation of Information. | Khaled Mellouli |
| 1994 | Decision Influence Diagrams with Fuzzy Utilities. | Miguel Lpez |