Scalable uncertainty management : 9th International Conference, SUM 2015, Quebec City, QC, Canada, September 16-18, 2015, proceedings /: 9th International Conference, SUM 2015, Quebec City, QC, Canada, September 16-18, 2015, proceedings. (2015)

• Record Type: Book
• Further Information: Note: Edited by Christophe Beierle and Alex Dekhtyar.
• Editors: Beierle, Christoph, 1954-; Dekhtyar, Alex
• Other Names: SUM (Conference), 9th
• Contents: The mysterious world of normal numbers -- Bayesian Networks -- Probabilistic Query Answering in the Bayesian Description Logic BEL -- The Complexity of Plate Probabilistic Models -- DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model -- Probabilistic Models -- State Space Search with Stochastic Costs and Risk Aversion -- On the Impact of Junction-Tree Topology on Weighted Model Counting -- A System for Probabilistic Inductive Answer Set Programming -- Towards Large-Scale Probabilistic OBDA -- Reasoning over Linear Probabilistic Knowledge Bases with Priorities -- Intelligent Data Analytics -- Evenness-based reasoning with logical proportions applied to classification -- Multivariate Cluster-Based Discretization for Bayesian Network Structure Learning -- Modeling and Forecasting Time Series of Compositional Data: A Generalized Dirichlet Power Steady Model -- Linguistic and Graphical Explanation of a Cluster-based Data Structure -- Possibility Theory, Belief Functions and Transformations -- Probability-possibility transformations: Application to credal networks -- Planning in Partially Observable Domains with Fuzzy Epistemic States and Probabilistic Dynamics -- Propagation of Belief Functions in Singly-Connected Hybrid Directed Evidential Networks -- Uncertain logical gates in possibilistic networks. An application to human geography -- Argumentation -- Undercutting in argumentation systems -- Formalizing Explanatory Dialogues -- Towards a dual process cognitive model for argument evaluation -- Change in abstract bipolar argumentation systems -- On argumentation with purely defeasible rules -- Dealing with Inconsistency -- A possibilistic analysis of inconsistency -- First-Order Under-Approximations of Consistent Query Answers -- Using Rules of Thumb for Repairing Inconsistent Answer Set Program -- Applications -- Fuzzy XPath for the Automatic Search of Fuzzy Formulae Models -- ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution -- Matching uncertain identities against sparse knowledge.
• Publisher Details: Berlin : Springer
• Publication Date: 2015
• Extent: 1 online resource (421 pages)
• Subjects: 003.5/4; Computer science; Uncertainty (Information theory) -- Congresses; Uncertainty (Information theory); Computer Science; Mechanical Engineering - General; Mechanical Engineering; Engineering & Applied Sciences; Computer Science; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Information Storage and Retrieval; Computer Communication Networks; Database Management; Data Mining and Knowledge Discovery; Computers -- Information Technology; Computers -- System Administration -- Storage & Retrieval; Computers -- Hardware -- Network Hardware; Computers -- Database Management -- General; Computers -- Database Management -- Data Mining; Information retrieval; Network hardware; Databases; Data mining; Artificial intelligence; Information storage and retrieva; Computer Communication Networks; Database management; Data mining; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319235400; 3319235400
• Related ISBNs: 9783319235394; 3319235397
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.