Scalable Uncertainty Management : 11th International Conference, SUM 2017, Granada, Spain, October 4-6, 2017, Proceedings - Moral, Serafín.; Pivert, Olivier; Sánchez, Daniel; Marín, Nicolás.; SpringerLink (Online service) (Cham : Springer International Publishing : Imprint: Springer, 2017)
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.  .
Keywords: Artificial intelligence; Computer logic; Mathematical logic; Software engineering; Application software; Computer science-Mathematics.; Artificial Intelligence; Logics and Meanings of Programs; Mathematical Logic and Formal Languages; Software Engineering/Programming and Operating Systems; Computer Appl. in Administrative Data Processing; Mathematics of Computing