| Description |
1 online resource (xii, 562 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science. Lecture notes in artificial intelligence, 0302-9743 ; 6929 |
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Lecture notes in computer science ; 6929.
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Lecture notes in computer science. Lecture notes in artificial intelligence
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| Contents |
Machine generated contents note: Invited Talks -- Causality, Responsibility, and Blame: A Structural-Model Approach (Abstract) / Joseph Y. Halpern -- Fuzzy Logic, Annotation Domains and Semantic Web Languages / Umberto Straccia -- Discussant Contributions -- Logic Programming and Uncertainty / Chitta Baral -- Evaluating Probabilistic Inference Techniques: A Question of "When," not "Which" / Cory J. Butz -- Probabilistic Logic Networks in a Nutshell / Matthew Ikle -- Dynamics of Beliefs / Sebastien Konieczny -- Fuzzy Classifiers: Opportunities and Challenges / Sofia Visa -- Brief Overview of Research in Argumentation Systems / Guillermo R. Simari -- Argumentation Systems -- Maximal Ideal Recursive Semantics for Defeasible Argumentation / Francesc Guitart -- Argumentation Frameworks as Constraint Satisfaction Problems / Caroline Devred -- On the Equivalence of Logic-Based Argumentation Systems / Srdjan Vesic -- Bipolarity in Argumentation Graphs: Towards a Better Understanding / Marie-Christine Lagasquie-Schiex -- Handling Enthymemes in Time-Limited Persuasion Dialogs / Florence Dupin de Saint-Cyr -- Argumentation Frameworks with Necessities / Vincent Risch -- Heuristics-Based Pruning Technique for Argumentation Trees / Guillermo R. Simari -- On Warranted Inference in Argument Trees Based Framework / Safa Yahi -- Probabilistic Inference -- Uncertainty Handling in Quantitative BDD-Based Fault-Tree Analysis by Interval Computation / Janette Cardoso -- Branching Time Logic with Two Types of Probability Operators / Zoran Markovic -- Partition-Based First-Order Probabilistic Logic to Represent Interactive Beliefs / Piotr Gmytrasiewicz -- Patterns Discovery for Efficient Structured Probabilistic Inference / Pierre-Henri Wuillemin -- Indirect Elicitation of NIN-AND Trees in Causal Model Acquisition / Blair Nonnecke -- Dynamic of Beliefs |
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Note continued: Change in Argumentation Systems: Exploring the Interest of Removing an Argument / Marie-Christine Lagasquie-Schiex -- Incorporating Domain Knowledge and User Expertise in Probabilistic Tuple Merging / Norbert Ritter -- Qualitative Reasoning about Incomplete Categorization Rules Based on Interpolation and Extrapolation in Conceptual Spaces / Henri Prade -- Change Model for Credibility Partial Order / Guillermo R. Simari -- Conflict-Aware Historical Data Fusion / Ying-Feng Hsu -- Information Retrieval and Databases -- Extended Galois Derivation Operators for Information Retrieval Based on Fuzzy Formal Concept Lattice / Yassine Djouadi -- Processing Fuzzy Queries in a Peer Data Management System Using Distributed Fuzzy Summaries / Allel Hadjali -- Embedding Forecast Operators in Databases / V.S. Subrahmanian -- Ontologies -- Investigating Ontological Similarity Theoretically with Fuzzy Set Theory, Information Content, and Tversky Similarity and Empirically with the Gene Ontology / Xinran Yu -- Answering Threshold Queries in Probabilistic Datalog+/- Ontologies / Gerardo I. Simari -- Coherent Top-k Ontology Alignment for OWL EL / Heiner Stuckenschmidt -- Possibility Theory and Classification -- Generalized Possibilistic Logic / Henri Prade -- Transformations around Quantitative Possibilistic Logic / Hadja Faiza Khellaf-Haned -- Imprecise Regression Based on Possibilistic Likelihood / Henri Prade -- Possibilistic Network-Based Classifiers: On the Reject Option and Concept Drift Issues / Karim Tabia -- Logic Programming -- Weak and Strong Disjunction in Possibilistic ASP / Dirk Vermeir -- t-DeLP: A Temporal Extension of the Defeasible Logic Programming Argumentative Framework / Lluis Godo -- Learning to Act Optimally in Partially Observable Markov Decision Processes Using Hybrid Probabilistic Logic Programs / Emad Saad -- Applications |
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Note continued: ChaseT: A Tool for Checking Chase Termination / Irina Trubitsyna -- Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking / Xuan Son Nguyen -- Fuzzy-Based Approach to the Value of Information in Complex Military Environments / Eric Heilman -- Handling Sequential Observations in Intelligent Surveillance / Paul Miller |
| Summary |
This book constitutes the refereed proceedings of the 5th International Conference on Scalable Uncertainty Management, SUM 2011, held in Dayton, OH, USA, in October 2011. The 32 revised full papers and 3 revised short papers presented together with the abstracts of 2 invited talks and 6 "(Bdiscussant" contributions were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on argumentation systems, probabilistic inference, dynamic of beliefs, information retrieval and databases, ontologies, possibility theory and classification, logic programming, and applications |
| Analysis |
Computer science |
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Computer Communication Networks |
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Database management |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Artificial Intelligence (incl. Robotics) |
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Information Systems Applications (incl. Internet) |
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Information Storage and Retrieval |
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Data Mining and Knowledge Discovery |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Uncertainty (Information theory) -- Congresses
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Informatique.
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Uncertainty (Information theory)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Benferhat, Salem, 1966-
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Grant, John, 1944-
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| ISBN |
9783642239632 |
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3642239633 |
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9783642239625 |
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3642239625 |
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