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SUM
2009
Springer
13 years 9 months ago
Weighted Description Logics Preference Formulas for Multiattribute Negotiation
We propose a framework to compute the utility of an agreement w.r.t. a preference set in a negotiation process. In particular, we refer to preferences expressed as weighted formula...
Azzurra Ragone, Tommaso Di Noia, Francesco M. Doni...
SUM
2009
Springer
13 years 9 months ago
Compression of Probabilistic XML Documents
Database techniques to store, query and manipulate data that contains uncertainty receives increasing research interest. Such UDBMSs can be classified according to their underlyin...
Irma Veldman, Ander de Keijzer, Maurice van Keulen
SUM
2009
Springer
13 years 11 months ago
An Analysis of Sum-Based Incommensurable Belief Base Merging
Different methods have been proposed for merging multiple and potentially conflicting informations. Sum-based operators offer a natural method for merging commensurable prioriti...
Salem Benferhat, Sylvain Lagrue, Julien Rossit
SUM
2009
Springer
13 years 11 months ago
Query Answering in Belief Logic Programming
Abstract. In this paper we introduce a fixpoint semantics for quantitative logic programming, which is able to both combine and correlate evidence from different sources of infor...
Hui Wan, Michael Kifer
SUM
2009
Springer
13 years 11 months ago
An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
SUM
2009
Springer
13 years 11 months ago
An Argument-Based Approach to Using Multiple Ontologies
Abstract. Logic-based argumentation offers an approach to querying and revising multiple ontologies that are inconsistent or incoherent. A common assumption for logic-based argumen...
Elizabeth Black, Anthony Hunter, Jeff Z. Pan
SUM
2009
Springer
13 years 11 months ago
Modeling Unreliable Observations in Bayesian Networks by Credal Networks
Bayesian networks are probabilistic graphical models widely employed in AI for the implementation of knowledge-based systems. Standard inference algorithms can update the beliefs a...
Alessandro Antonucci, Alberto Piatti