Main track
- Anders Madsen and Cory Butz. A Comparison of Different Marginalization Operations in Simple Propagation
- Haifei Zhang, Benjamin Quost and Marie-Hélène Masson. Cautious Decision-Making for Tree Ensembles
- Harsh Shrivastava and Urszula Chajewska. Neural Graphical Models
- Kevin McAreavey and Weiru Liu. Modifications of the Miller definition of contrastive (counterfactual) explanations
- Florian Andreas Marwitz, Ralf Möller and Marcel Gehrke. PETS: Predicting Efficiently using Temporal Symmetries in Temporal PGMs
- Jérôme Delobelle, Jean-Guy Mailly and Julien Rossit. Revisiting Approximate Reasoning based on Grounded Semantics
- Jean-Guy Mailly. Extension-based Semantics for Incomplete Argumentation Frameworks: Grounded Semantics and Principles
- Malte Luttermann, Ralf Möller and Marcel Gehrke. Lifting Factor Graphs with Some Unknown Factors
- Jorge D. Laborda, Pablo Torrijos, José M. Puerta and José A. Gámez. A Ring-Based Distributed Algorithm for Learning High-Dimensional Bayesian Networks
- Tathagata Basu, Matthias Troffaes and Jochen Einbeck. A Robust Bayesian Approach for Causal Inference Problems
- Loïc Adam and Sébastien Destercke. Handling inconsistency in (numerical) preferences using possibility theory
- Florence Dupin de Saint-Cyr and Francis Faux. Integrating evolutionary prejudices in belief functions theory
- Joseph Mietkiewicz and Anders Madsen. Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing
- Shota Motoura, Ayako Hoshino, Itaru Hosomi and Kunihiko Sadamasa. A Logical Framework for User Feedback Dialogues on Hypotheses in Weighted Abduction
- Tom Davot, Sébastien Destercke and David Savourey. On the enumeration of non-dominated spanning trees of a graph with imprecise weights
- Vu-Linh Nguyen, Haifei Zhang and Sébastien Destercke. Learning sets of Probabilities through ensemble methods
- Tommaso Flaminio and Lluis Godo. Conditional objects as Possibilistic Variables
- Iván Pérez and Jirka Vomlel. On identifiability of BN2A networks
- Annet Onnes, Mehdi Dastani and Silja Renooij. Normative Monitoring Using Bayesian Networks: Defining a Threshold for Conflict Detection
- Samira Pourkhajouei, Federico Toffano, Paolo Viappiani and Nic Wilson. An Efficient Non-Bayesian Approach for Interactive Preference Elicitation Under Noisy Preference Models
- Leila Amgoud and Vivien Beuselinck. An Equivalence Class of Gradual Semantics
- Fares Grina, Zied Elouedi and Eric Lefevre. Evidential Generative Adversarial Networks for handling imbalanced learning
- Eda Ismail-Tsaous, Kai Sauerwald, Marco Ragni, Gabriele Kern-Isberner and Christoph Beierle. On the Cognitive Logic of Human Propositional Reasoning: Merging Ranking Functions
- Henri Prade and Gilles Richard. First steps towards a logic of ordered pairs
- Christophe Marsala, Davide Petturiti and Barbara Vantaggi. Adding semantics to fuzzy similarity measures through the d-Choquet integral
- Martin von Berg, Arthur Sanin and Christoph Beierle. Representing Nonmonotonic Inference Based on c-Representations as an SMT Problem
- Walid Fathallah, Nahla Ben Amor and Philippe Leray. An optimized Quantum circuit representation of Bayesian networks
- Jonas Philipp Haldimann and Christoph Beierle. Approximations of System W between c-Inference, System Z, and Lexicographic Inference
- Helene Fargier and Guillaume Romain. Decision with Belief Functions and Generalized Independence: Two Impossibility Theorems
- Saul Gebhardt and Dragan Doder. Determining preferences over extensions: a cautious approach to preference-based argumentation frameworks
Special track on AI and HeterogenouS Data
- Ghaith Khlifi, Ilyes Jenhani, Montassar Ben Messaoud and Mohamed Wiem Mkaouer. Multi-label Classification of Mobile Application User Reviews using Neural Language Models
- Jonathan Bazire, Allan Crista, Mike Germain, Juan Joseph-Angelique and Madalina Croitoru. GAINS: comparison of Genetic AlgorIthms and Neural algorithmS for video game playing
- Olivier Strauss and Agnès Rico. Handling missing values in a MacSum aggregation learning.
- Salem Benferhat, Didier Dubois and Henri Prade. Provenance calculus and possibilistic logic: a parallel and a discussion
- Juan Carlos Díaz, Jesús Medina and José Ra. Portillo. Hypergragraphs in Logic programming