Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Cautious Decision-Making for Tree Ensembles
3. Altmetric Badge
   Chapter 2 Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing
4. Altmetric Badge
   Chapter 3 Decision with Belief Functions and Generalized Independence: Two Impossibility Theorems
5. Altmetric Badge
   Chapter 4 A Logical Framework for User-Feedback Dialogues on Hypotheses in Weighted Abduction
6. Altmetric Badge
   Chapter 5 Modifications of the Miller Definition of Contrastive (Counterfactual) Explanations
7. Altmetric Badge
   Chapter 6 Revisiting Approximate Reasoning Based on Grounded Semantics
8. Altmetric Badge
   Chapter 7 Extension-Based Semantics for Incomplete Argumentation Frameworks: Grounded Semantics and Principles
9. Altmetric Badge
   Chapter 8 An Equivalence Class of Gradual Semantics
10. Altmetric Badge
    Chapter 9 Determining Preferences over Extensions: A Cautious Approach to Preference-Based Argumentation Frameworks
11. Altmetric Badge
    Chapter 10 A Ring-Based Distributed Algorithm for Learning High-Dimensional Bayesian Networks
12. Altmetric Badge
    Chapter 11 On Identifiability of BN2A Networks
13. Altmetric Badge
    Chapter 12 Normative Monitoring Using Bayesian Networks: Defining a Threshold for Conflict Detection
14. Altmetric Badge
    Chapter 13 An Optimized Quantum Circuit Representation of Bayesian Networks
15. Altmetric Badge
    Chapter 14 A Comparison of Different Marginalization Operations in Simple Propagation
16. Altmetric Badge
    Chapter 15 Approximations of System W Between c-Inference, System Z, and Lexicographic Inference
17. Altmetric Badge
    Chapter 16 First Steps Towards a Logic of Ordered Pairs
18. Altmetric Badge
    Chapter 17 Representing Nonmonotonic Inference Based on c-Representations as an SMT Problem
19. Altmetric Badge
    Chapter 18 On the Cognitive Logic of Human Propositional Reasoning: Merging Ranking Functions
20. Altmetric Badge
    Chapter 19 Handling Inconsistency in (Numerical) Preferences Using Possibility Theory
21. Altmetric Badge
    Chapter 20 Evidential Generative Adversarial Networks for Handling Imbalanced Learning
22. Altmetric Badge
    Chapter 21 Learning Sets of Probabilities Through Ensemble Methods
23. Altmetric Badge
    Chapter 22 Neural Graphical Models
24. Altmetric Badge
    Chapter 23 An Efficient Non-Bayesian Approach for Interactive Preference Elicitation Under Noisy Preference Models
25. Altmetric Badge
    Chapter 24 PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs
26. Altmetric Badge
    Chapter 25 Lifting Factor Graphs with Some Unknown Factors
27. Altmetric Badge
    Chapter 26 On the Enumeration of Non-dominated Spanning Trees with Imprecise Weights
28. Altmetric Badge
    Chapter 27 A Robust Bayesian Approach for Causal Inference Problems
29. Altmetric Badge
    Chapter 28 Conditional Objects as Possibilistic Variables
30. Altmetric Badge
    Chapter 29 Adding Semantics to Fuzzy Similarity Measures Through the d-Choquet Integral
31. Altmetric Badge
    Chapter 30 Integrating Evolutionary Prejudices in Belief Function Theory
32. Altmetric Badge
    Chapter 31 Multi-label Classification of Mobile Application User Reviews Using Neural Language Models
33. Altmetric Badge
    Chapter 32 Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion
34. Altmetric Badge
    Chapter 33 Hypergraphs in Logic Programming
35. Altmetric Badge
    Chapter 34 Macsum Aggregation Learning and Missing Values
36. Altmetric Badge
    Chapter 35 GAINS: Comparison of Genetic AlgorIthms and Neural AlgorithmS for Video Game Playing