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.-