عنوان

Scalable Uncertainty Management

:9783319235394

13717

انگلیسی

Scalable Uncertainty Management

[electronic resources]

: 9th International Conference, SUM 2015 Québec City, QC, Canada, September 16–18, 2015 Proceedings

\ Christoph Beierle • Alex Dekhtyar (Eds.)

Berlin

: Springer

, 2015

1 online resource (421 p.)

Lecture notes in computer science. Lecture notes in artificial intelligence

LNCS sublibrary. SL 7, Artificial intelligence.

; 9310

International conference proceedings.

Index

Bibliography

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. (source: Nielsen Book Data)9783319235394 20160619

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Uncertainty (Information theory) -- Congresses

عدم قطعیت (نظریه اطلاعات)-- کنگره ها

Beierle, Christoph, 1954- editor.

Dekhtyar, Alex, editor.

SUM (Conference) (9th : 2015 : Québec, Québec)

ایران

20170209

9783319235394.pdf

p

BL

279177

1

a

Y