Scalable Uncertainty Management 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010, Proceedings /

Managing uncertainty and inconsistency has been extensively explored in - ti?cial Intelligence over a number of years. Now with the advent of massive amounts of data and knowledge from distributed heterogeneous,and potentially con?icting, sources, there is interest in developing and applying formali...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Deshpande, Amol (Editor ), Hunter, Anthony (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Lecture Notes in Artificial Intelligence, 6379
Temas:
Artificial intelligence.
Computer networks .
Data mining.
Application software.
Information storage and retrieval systems.
Database management.
Artificial Intelligence.
Computer Communication Networks.
Data Mining and Knowledge Discovery.
Computer and Information Systems Applications.
Information Storage and Retrieval.
Database Management.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Invited Talks
  • Markov Chain Monte Carlo and Databases
  • Answer Set Programming, the Solving Paradigm for Knowledge Representation and Reasoning
  • Discussant Contributions
  • Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework
  • Probabilistic Data: A Tiny Survey
  • The Role of Epistemic Uncertainty in Risk Analysis
  • Uncertainty in Clustering and Classification
  • Information Fusion
  • Use of the Domination Property for Interval Valued Digital Signal Processing
  • Regular Contributions
  • Managing Lineage and Uncertainty under a Data Exchange Setting
  • A Formal Analysis of Logic-Based Argumentation Systems
  • Handling Inconsistency with Preference-Based Argumentation
  • A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures
  • DK-BKM: Decremental K Belief K-Modes Method
  • On the Use of Fuzzy Cardinalities for Reducing Plethoric Answers to Fuzzy Queries
  • From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data
  • Plausibility of Information Reported by Successive Sources
  • Combining Semantic Web Search with the Power of Inductive Reasoning
  • Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches
  • Range-Consistent Answers of Aggregate Queries under Aggregate Constraints
  • Characterization, Propagation and Analysis of Aleatory and Epistemic Uncertainty in the 2008 Performance Assessment for the Proposed Repository for High-Level Radioactive Waste at Yucca Mountain, Nevada
  • Comparing Evidential Graphical Models for Imprecise Reliability
  • Imprecise Bipolar Belief Measures Based on Partial Knowledge from Agent Dialogues
  • Kriging with Ill-Known Variogram and Data
  • Event Modelling and Reasoning with Uncertain Information for Distributed Sensor Networks
  • Uncertainty in Decision Tree Classifiers
  • Efficient Policy-Based Inconsistency Management in Relational Knowledge Bases
  • Modelling Probabilistic Inference Networks and Classification in Probabilistic Datalog
  • Handling Dirty Databases: From User Warning to Data Cleaning - Towards an Interactive Approach
  • Disjunctive Fuzzy Logic Programs with Fuzzy Answer Set Semantics
  • Cost-Based Query Answering in Action Probabilistic Logic Programs
  • Clustering Fuzzy Data Using the Fuzzy EM Algorithm
  • Combining Multi-resolution Evidence for Georeferencing Flickr Images
  • A Structure-Based Similarity Spreading Approach for Ontology Matching
  • Risk Modeling for Decision Support.

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