Scalable uncertainty management : 16th International Conference, SUM 2024, Palermo, Italy, November 27-29, 2024 : proceedings / Sébastien Destercke, Maria Vanina Martinez, Giuseppe Sanfilippo, editors

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(16. : International Conference on Scalable Uncertainty Management (16. : 2024 : Palermo) [VerfasserIn]

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Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Lecture notes in computer science ; Lecture notes in artificial intelligence ; 15350Verlag: Cham : Springer, [2025]Beschreibung: 1 Online-RessourceISBN:

9783031762352

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Konferenzschrift

Andere physische Formen: 9783031762345 | 9783031762369 | Erscheint auch als: Scalable uncertainty management. Druck-Ausgabe Cham : Springer, 2025. xiii, 488 SeitenDDC-Klassifikation:

006.3 23

DOI: DOI: 10.1007/978-3-031-76235-2Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: Repair Based Semantics for Querying Inconsistent Data From Databases to Knowledge Bases and Back -- Looking at conditionals within the possibilistic framework -- From de Finetti’s coherence to new theories for reasoning under uncertainty -- MIP Outer Belief Approximations of Lower Conditional Joint CDFs in Statistical Matching Problems -- Integrating User Preferences into Gradual Bipolar Argumentation for Personalised Decision Support -- Scaling Up Reasoning From Conditional Belief Bases -- On Decisive Revision Operators and Totally Ordered Information -- Judicial Support Tool Finding the k Most Likely Judicial Worlds -- Flexible risk aware sequential decision making -- Entropy and extropy for partial probability assessments on arbitrary families of events -- Robust Discrete Bayesian Classifier under Covariate and Label Noise -- Imprecise Dynamic Value at Risk Induced by a DS Bivariate Random Walk -- Boolean weighting in possibilistic logic -- Possibilistic provenance -- Towards a logical framework for reasoning with stereotypes -- SDF FuzzIA a Fuzzy Ontology based plug in for the intelligent analysis of geothematic data -- On the Completeness and Complexity of Lifted Temporal Inference -- Bel Coalitional Games -- Lifting Partially Observable Stochastic Games -- Inconsistency Measurement in LTLf Based on Minimal Inconsistent Sets and Minimal Correction Sets -- Contribution of Subsets of Variables in Global Sensitivity Analysis with Dependent Variables -- An Ontology Based Approach for Handling Inconsistency in Explainable and Prioritized Access Control Models -- Estimating Causal Effects in Partially Directed Parametric CausalFactor Graphs -- Discrete Minimax Binary Relevance Classifier for Imbalanced Multi label Classification -- Entropic Regularization Schemes for Learning Fuzzy Similarity Measures Based on the d Choquet Integral -- Elicitation for Decision Problems under severe uncertainties -- Accelerate K Mode Algorithms Using The Triangle Inequality -- A Reinforcement Learning Approach for Resolving Inconsistencies in Qualitative Constraint Networks -- r ERBFN an Extension of the Evidential RBFN Accounting for the Dependence Between Positive and Negative Evidence -- Frank’s triangular norms in Piaget’s logical proportions -- Social ranking under incomplete knowledge elicitation of the lex-cel necessary winners -- User’s Preference Modelling with Godel Integral -- Extended Boltzmann Machine Generative Model -- Compact Solution Representation in Qualitative Constraint based Reasoning -- Credibility Limited Revision for Epistemic Spaces -- Towards a Dialogue Game based Semantics for Extended Abstract Argumentation Frameworks based on Indecision Blocking -- Transfer Learning Approach for High Imbalance and Multi Class Classification of Fluorescence Images -- Stability of Extensions in Incomplete Argumentation Frameworks.Zusammenfassung: This book constitutes the refereed proceedings of the 16th International Conference on Scalable Uncertainty Management, SUM 2024, held in Palermo, Italy, during November 27–29, 2024. The 28 full and 7 short papers presented in this volume were carefully reviewed and selected from 43 submissions. SUM 2024 solicited three types of paper submissions: Long papers reporting on original research or providing surveys that synthesize current research trends, short papers describing promising work in progress, systems, or positions on controversial issues, and extended abstracts.PPN: PPN: 190897141XPackage identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-LNC

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