Scalable Uncertainty Management

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 An Experimental Study on the Behaviour of Inconsistency Measures
3. Altmetric Badge
   Chapter 2 Inconsistency Measurement
4. Altmetric Badge
   Chapter 3 Using Graph Convolutional Networks for Approximate Reasoning with Abstract Argumentation Frameworks: A Feasibility Study
5. Altmetric Badge
   Chapter 4 The Hidden Elegance of Causal Interaction Models
6. Altmetric Badge
   Chapter 5 Computational Models for Cumulative Prospect Theory: Application to the Knapsack Problem Under Risk
7. Altmetric Badge
   Chapter 6 On a New Evidential C-Means Algorithm with Instance-Level Constraints
8. Altmetric Badge
   Chapter 7 Hybrid Reasoning on a Bipolar Argumentation Framework
9. Altmetric Badge
   Chapter 8 Active Preference Elicitation by Bayesian Updating on Optimality Polyhedra
10. Altmetric Badge
    Chapter 9 Selecting Relevant Association Rules From Imperfect Data
11. Altmetric Badge
    Chapter 10 Evidential Classification of Incomplete Data via Imprecise Relabelling: Application to Plastic Sorting
12. Altmetric Badge
    Chapter 11 An Analogical Interpolation Method for Enlarging a Training Dataset
13. Altmetric Badge
    Chapter 12 Towards a Reconciliation Between Reasoning and Learning - A Position Paper
14. Altmetric Badge
    Chapter 13 CP-Nets, $$\pi $$-pref Nets, and Pareto Dominance
15. Altmetric Badge
    Chapter 14 Measuring Inconsistency Through Subformula Forgetting
16. Altmetric Badge
    Chapter 15 Explaining Hierarchical Multi-linear Models
17. Altmetric Badge
    Chapter 16 Assertional Removed Sets Merging of DL-Lite Knowledge Bases
18. Altmetric Badge
    Chapter 17 An Interactive Polyhedral Approach for Multi-objective Combinatorial Optimization with Incomplete Preference Information
19. Altmetric Badge
    Chapter 18 Open-Mindedness of Gradual Argumentation Semantics
20. Altmetric Badge
    Chapter 19 Approximate Querying on Property Graphs
21. Altmetric Badge
    Chapter 20 Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants
22. Altmetric Badge
    Chapter 21 On Cautiousness and Expressiveness in Interval-Valued Logic
23. Altmetric Badge
    Chapter 22 Preference Elicitation with Uncertainty: Extending Regret Based Methods with Belief Functions
24. Altmetric Badge
    Chapter 23 Evidence Propagation and Consensus Formation in Noisy Environments
25. Altmetric Badge
    Chapter 24 Order-Independent Structure Learning of Multivariate Regression Chain Graphs
26. Altmetric Badge
    Chapter 25 Comparison of Analogy-Based Methods for Predicting Preferences
27. Altmetric Badge
    Chapter 26 Using Convolutional Neural Network in Cross-Domain Argumentation Mining Framework
28. Altmetric Badge
    Chapter 27 ConvNet and Dempster-Shafer Theory for Object Recognition
29. Altmetric Badge
    Chapter 28 On Learning Evidential Contextual Corrections from Soft Labels Using a Measure of Discrepancy Between Contour Functions
30. Altmetric Badge
    Chapter 29 Efficient Möbius Transformations and Their Applications to D-S Theory
31. Altmetric Badge
    Chapter 30 Dealing with Continuous Variables in Graphical Models
32. Altmetric Badge
    Chapter 31 Towards Scalable and Robust Sum-Product Networks
33. Altmetric Badge
    Chapter 32 Learning Models over Relational Data: A Brief Tutorial
34. Altmetric Badge
    Chapter 33 Subspace Clustering and Some Soft Variants