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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Deshpande, Amol (Επιμελητής έκδοσης), Hunter, Anthony (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 6379
• Θέματα: Computer science.; Computer communication systems.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Communication Networks.; Data Mining and Knowledge Discovery.; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; Database Management.

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...

Πίνακας περιεχομένων:

• 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.