| 2019 | A Model-Based Theorem Prover for Epistemic Graphs for Argumentation. Anthony Hunter, Sylwia Polberg |
| 2019 | A New Generic Framework for Mediated Multilateral Argumentation-Based Negotiation Using Case-Based Reasoning. Rihab Bouslama, Raouia Ayachi, Nahla Ben Amor |
| 2019 | A New Perspective on Analogical Proportions. Nelly Barbot, Laurent Miclet, Henri Prade, Gilles Richard |
| 2019 | A Novel Document Generation Process for Topic Detection Based on Hierarchical Latent Tree Models. Peixian Chen, Zhourong Chen, Nevin L. Zhang |
| 2019 | A Probabilistic Graphical Model-Based Approach for the Label Ranking Problem. Juan Carlos Alfaro Jiménez, Enrique González Rodrigo, Juan A. Aledo, José Antonio Gámez |
| 2019 | A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains. Natan T'Joens, Thomas E. Krak, Jasper De Bock, Gert de Cooman |
| 2019 | An Effective Maintenance Policy for a Multi-component Dynamic System Using Factored POMDPs. Ipek Kivanç, Demet Özgür-Ünlüakin |
| 2019 | An Imprecise Probability Approach for Abstract Argumentation Based on Credal Sets. Mariela Morveli Espinoza, Juan Carlos Nieves, Cesar Augusto Tacla |
| 2019 | Balancing Schedules Using Maximum Leximin. Federico Toffano, Nic Wilson |
| 2019 | Bayesian Confirmation and Justifications. Hamzeh Mohammadi, Thomas Studer |
| 2019 | Belief Functions and Degrees of Non-conflictness. Milan Daniel, Václav Kratochvíl |
| 2019 | Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. Joaquín Abellán, Serafín Moral-García, María D. Benítez |
| 2019 | Computation of Closures of Nonmonotonic Inference Relations Induced by Conditional Knowledge Bases. Steven Kutsch, Christoph Beierle |
| 2019 | Conditioning of Imprecise Probabilities Based on Generalized Credal Sets. Andrey G. Bronevich, Igor N. Rozenberg |
| 2019 | Conjunction of Conditional Events and t-Norms. Angelo Gilio, Giuseppe Sanfilippo |
| 2019 | Constructing Bayesian Network Graphs from Labeled Arguments. Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij |
| 2019 | Decrement Operators in Belief Change. Kai Sauerwald, Christoph Beierle |
| 2019 | Discussion Games for Preferred Semantics of Abstract Dialectical Frameworks. Atefeh Keshavarzi Zafarghandi, Rineke Verbrugge, Bart Verheij |
| 2019 | Efficient Algorithms for Minimax Decisions Under Tree-Structured Incompleteness. Thijs van Ommen, Wouter M. Koolen, Peter D. Grünwald |
| 2019 | Epistemic Sets Applied to Best-of- Jonathan Lawry, Michael Crosscombe, David Harvey |
| 2019 | Explaining Completions Produced by Embeddings of Knowledge Graphs. Andrey Ruschel, Arthur Colombini Gusmão, Gustavo Padilha Polleti, Fábio Gagliardi Cozman |
| 2019 | Fast Structure Learning for Deep Feedforward Networks via Tree Skeleton Expansion. Zhourong Chen, Xiaopeng Li, Zhiliang Tian, Nevin L. Zhang |
| 2019 | Interpretability of Gradual Semantics in Abstract Argumentation. Jérôme Delobelle, Serena Villata |
| 2019 | Measuring Investment Opportunities Under Uncertainty. Jorge Castro, Joaquim Gabarró, Maria J. Serna |
| 2019 | Multi-task Transfer Learning for Timescale Graphical Event Models. Mathilde Monvoisin, Philippe Leray |
| 2019 | On Expected Utility Under Ambiguity. Radim Jirousek, Václav Kratochvíl |
| 2019 | On Irreducible Min-Balanced Set Systems. Milan Studený, Václav Kratochvíl, Jirí Vomlel |
| 2019 | On the Antecedent Normal Form of Conditional Knowledge Bases. Christoph Beierle, Steven Kutsch |
| 2019 | Ordering Argumentation Frameworks. Chiaki Sakama, Katsumi Inoue |
| 2019 | Polynomial-Time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation. Nico Potyka, Sylwia Polberg, Anthony Hunter |
| 2019 | Probabilistic Consensus of the Blockchain Protocol. Bojan Marinkovic, Paola Glavan, Zoran Ognjanovic, Dragan Doder, Thomas Studer |
| 2019 | Probabilistic Logic for Reasoning About Actions in Time. Sejla Dautovic, Dragan Doder |
| 2019 | Probability Propagation in Selected Aristotelian Syllogisms. Niki Pfeifer, Giuseppe Sanfilippo |
| 2019 | Reasoning About Exceptions in Ontologies: An Approximation of the Multipreference Semantics. Laura Giordano, Valentina Gliozzi |
| 2019 | Revisiting Conditional Preferences: From Defaults to Graphical Representations. Nahla Ben Amor, Didier Dubois, Henri Prade, Syrine Saidi |
| 2019 | Similarity Measures Between Arguments Revisited. Leila Amgoud, Victor David, Dragan Doder |
| 2019 | Solving Word Analogies: A Machine Learning Perspective. Suryani Lim, Henri Prade, Gilles Richard |
| 2019 | Structural Fusion/Aggregation of Bayesian Networks via Greedy Equivalence Search Learning Algorithm. José M. Puerta, Juan A. Aledo, José Antonio Gámez, Jorge D. Laborda |
| 2019 | Sure-Wins Under Coherence: A Geometrical Perspective. Stefano Bonzio, Tommaso Flaminio, Paolo Galeazzi |
| 2019 | Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, Proceedings. Gabriele Kern-Isberner, Zoran Ognjanovic |
| 2019 | Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory. Safa Ben Ayed, Zied Elouedi, Eric Lefevre |
| 2019 | Towards a Standard Completeness for a Probabilistic Logic on Infinite-Valued Events. Tommaso Flaminio |