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4th SUM 2010: Toulouse, France
- Amol Deshpande, Anthony Hunter:

Scalable Uncertainty Management - 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010. Proceedings. Lecture Notes in Computer Science 6379, Springer 2010, ISBN 978-3-642-15950-3
Invited Talks
- Christoph Koch:

Markov Chain Monte Carlo and Databases - (Abstract). 1 - Torsten Schaub:

Answer Set Programming, the Solving Paradigm for Knowledge Representation and Reasoning. 2
Discussant Contributions
- Salem Benferhat:

Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework. 3-6 - Ander de Keijzer

:
Probabilistic Data: A Tiny Survey. 7-10 - Didier Dubois:

The Role of Epistemic Uncertainty in Risk Analysis. 11-15 - Eyke Hüllermeier:

Uncertainty in Clustering and Classification. 16-19 - Odile Papini:

Information Fusion. 20-23 - Olivier Strauss:

Use of the Domination Property for Interval Valued Digital Signal Processing. 24-27
Regular Contributions
- Foto N. Afrati, Angelos Vasilakopoulos:

Managing Lineage and Uncertainty under a Data Exchange Setting. 28-41 - Leila Amgoud, Philippe Besnard:

A Formal Analysis of Logic-Based Argumentation Systems. 42-55 - Leila Amgoud, Srdjan Vesic:

Handling Inconsistency with Preference-Based Argumentation. 56-69 - Zainab Assaghir, Mehdi Kaytoue

, Henri Prade:
A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures. 70-83 - Sarra Ben Hariz, Zied Elouedi

:
DK-BKM: Decremental K Belief K-Modes Method. 84-97 - Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits:

On the Use of Fuzzy Cardinalities for Reducing Plethoric Answers to Fuzzy Queries. 98-111 - Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier:

From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data. 112-125 - Laurence Cholvy:

Plausibility of Information Reported by Successive Sources. 126-136 - Claudia d'Amato

, Nicola Fanizzi
, Bettina Fazzinga
, Georg Gottlob
, Thomas Lukasiewicz:
Combining Semantic Web Search with the Power of Inductive Reasoning. 137-150 - Sébastien Destercke

:
Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches. 151-162 - Sergio Flesca

, Filippo Furfaro
, Francesco Parisi
:
Range-Consistent Answers of Aggregate Queries under Aggregate Constraints. 163-176 - Clifford W. Hansen

, Jon C. Helton, Cédric J. Sallaberry:
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. 177-190 - Wafa Laâmari, Boutheina Ben Yaghlane, Christophe Simon

:
Comparing Evidential Graphical Models for Imprecise Reliability. 191-204 - Jonathan Lawry:

Imprecise Bipolar Belief Measures Based on Partial Knowledge from Agent Dialogues. 205-218 - Kevin Loquin, Didier Dubois:

Kriging with Ill-Known Variogram and Data. 219-235 - Jianbing Ma

, Weiru Liu, Paul Miller:
Event Modelling and Reasoning with Uncertain Information for Distributed Sensor Networks. 236-249 - Matteo Magnani, Danilo Montesi

:
Uncertainty in Decision Tree Classifiers. 250-263 - Maria Vanina Martinez

, Francesco Parisi
, Andrea Pugliese
, Gerardo I. Simari
, V. S. Subrahmanian:
Efficient Policy-Based Inconsistency Management in Relational Knowledge Bases. 264-277 - Miguel Martinez-Alvarez, Thomas Roelleke:

Modelling Probabilistic Inference Networks and Classification in Probabilistic Datalog. 278-291 - Olivier Pivert, Henri Prade:

Handling Dirty Databases: From User Warning to Data Cleaning - Towards an Interactive Approach. 292-305 - Emad Saad:

Disjunctive Fuzzy Logic Programs with Fuzzy Answer Set Semantics. 306-318 - Gerardo I. Simari

, John P. Dickerson, V. S. Subrahmanian:
Cost-Based Query Answering in Action Probabilistic Logic Programs. 319-332 - Benjamin Quost, Thierry Denoeux

:
Clustering Fuzzy Data Using the Fuzzy EM Algorithm. 333-346 - Olivier Van Laere, Steven Schockaert

, Bart Dhoedt:
Combining Multi-resolution Evidence for Georeferencing Flickr Images. 347-360 - Ying Wang, Weiru Liu, David A. Bell:

A Structure-Based Similarity Spreading Approach for Ontology Matching. 361-374 - Ronald R. Yager:

Risk Modeling for Decision Support. 375-388

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