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
- Title:
- 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)
- Main Title:
- Scalable uncertainty management : 9th International Conference, SUM 2015, Quebec City, QC, Canada, September 16-18, 2015, proceedings
- 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 processThe 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. … (more)
- 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.
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- 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).
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