Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Argumentation and Analogical Reasoning.- Analogies between sentences: Theoretical aspects - preliminary experiments.- Non-Monotonic Explanation Functions.- Similarity Measures based on Compiled Arguments.- Necessary and Sufficient Explanations for Argumentation-Based Conclusions.- Addressing Popular Concerns regarding COVID-19 Vaccination with Natural Language Argumentation Dialogues.- Argument Strength in Probabilistic Argumentation using Confirmation Theory.- The Degrees of Monotony-Dilemma in Abstract Argumentation.- Constrained Incomplete Argumentation Frameworks.- Complexity of Nonemptiness in Control Argumentation Frameworks.- Generalizing Complete Semantics to Bipolar Argumentation Frameworks.- Philosophical reflections on Argument Strength and Gradual Acceptability.- An Abstract Argumentation and Logic Programming Comparison Based on 5-Valued Labellings.- Assumption-Based Argumentation is Logic Programming with Projection.- A Paraconsistent Approach to Deal with Epistemic Inconsistencies in Argumentation.- Gradual Semantics for Weighted Bipolar SETAFs.- Bayesian Networks and Graphical Models.- Multi-Task Transfer Learning for Bayesian Networks Structures.- Persuasive Contrastive Explanations for Bayesian networks.- Explainable AI using MAP-independence.- Bayesian networks for the test score prediction: a case study on a math graduation exam.- Fine-Tuning the odds for Bayes networks.- Cautious Classification with Data Missing Not at Random using Generative Random Forests.- Belief Functions.- Scoring rules for Belief Functions and Imprecise Probabilities: A Comparison.- Comparison of Shades and Hiddenness of Conflict.- Games of Incomplete Information: a Framework Based on Belief Functions.- Uncertainty-aware resampling method for imbalanced classification using Evidence Theory.- Approximations of belief functions using compositional models.- Dempster-Shafer Approximations and Probabilistic Bounds in Statistical Matching.- The vehicle routing problem with time windows and evidential service and travel times: A recourse model.- Imprecise probability.- A New Score for Adaptive Tests in Bayesian and Credal Networks.- Multi-label chaining with imprecise probabilities.- Centroids of credal sets: a comparative study.- The Smallest Probability Interval a Sequence Is Random for: a Study for Six Types of Randomness.- Inconsistency Handling and Preferences.- Explanation with the Winter Value: Efficient Computation for Hierarchical Choquet Integrals.- Inducing Inference Relations from Inconsistency Measures.- Merging Epistemic States and Manipulation.- The Degree of Conflict between Formulas in An Inconsistent Knowledge Base.- Possibility Theory and Fuzzy Approaches.- Representation of Explanations of Possibilistic Inference Decisions.- Towards a tesseract of Sugeno integrals.- Canonical Extension of Possibility Measures to Boolean Algebras of Conditionals.- On the KLM properties of afuzzy DL with Typicality.- Probability Logic.- Trust Evidence Logic.- Generalized Rules of Probabilistic Independence.- Algebras of Sets and Coherent Sets of Gambles.- A Probabilistic Deontic Logic.-Iterated Conditionals and Characterization of P-entailment.- A Triple Uniqueness of the Maximum Entropy Approach.- A Logic and Computation for Popper's Conditional Probabilities.- Interpreting connexive principles in coherence-based probability logic.