Scalable Uncertainty Management

11th International Conference, SUM 2017, Granada, Spain, October 4-6, 2017, Proceedings

Häftad, Engelska, 2017

Av Serafín Moral, Olivier Pivert, Daniel Sánchez, Nicolás Marín, Serafin Moral, Daniel Sanchez, Nicolas Marin, Olivier Moral, Serafín

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This book constitutes the refereed proceedings of the 11th International Conference on Scalable Uncertainty Management, SUM 2017, which was held in Granada, Spain, in October 2017.

Produktinformation

Utgivningsdatum2017-09-14
Mått155 x 235 x 25 mm
Vikt692 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor438
FörlagSpringer International Publishing AG
ISBN9783319675817

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
Programvaruutveckling inom Data och it
Artificiell intelligens inom Data och it
Tillämpad datateknik inom Data och it

Invited papers.- Maximum likelihood estimation and coarse data.- Reasons and Means to Model Preferences as Incomplete.- Fuzzy Description Logics - A Survey.- Regular papers.- Using k-specificity for the management of count restrictions in flexible querying.- Comparing Machine Learning and Information Retrieval-based Approaches for Filtering Documents in a Parliamentary Setting.- Eliciting Implicit Evocations using Word Embeddings and Knowledge Representation.- K-nearest neighbour classification for interval-valued data.- Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions.- Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization.- Fault Tolerant Direct NAT Structure Extraction from Pairwise Causal Interaction Patterns.-The Altruistic Robot: do what I want, not just what I say.- Expressivity of possibilistic preference networks with constraints.- Assumption-Based Argumentation Equipped with Preferences and Constraints.- Semantic Change and Extension Enforcement in Abstract Argumentation.- Measuring Disagreement in Argumentation Graphs.- Belief in Attacks in Epistemic Probabilistic Argumentation.- A Parametrized Ranking-based Semantics for Persuasion.- A Probabilistic Programming Language for Influence Diagrams.- First-Order Typed Model Counting for Probabilistic Conditional Reasoning at Maximum Entropy.- Towards Statistical Reasoning in Description Logics over Finite Domains.- Bankruptcy Scenario Query: B-SQ.- A view of f-indexes of inclusion under different axiomatic definitions of fuzzy inclusion.- An integer 0-1 linear programming approach for computing inconsistency degree in product-based possibilistic DL-Lite.- A Semantic characterization for ASP base revision.- On Iterated Contraction: syntactic characterization, representation theorem and limitations of the Levi identity.- Handling Topical Metadata Regarding the Validity and Completeness of Multiple-Source Information: A possibilistic approach.- Aggregation of preferences on criteria importance expressed on various subsets by several decision makers.- Short papers.- Probabilistic local link prediction in complex networks.- A Fuzzy Ontology-based System for Gait Recognition using Kinect Sensor.- Evidential joint calibration of binary SVM classifiers using logistic regression.- Ad hoc metric for correspondences analysis between fuzzy partitions On Similarity-based Unfolding.- The Causality/Repair Connection in Databases: Causality-Programs.