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Titlebook: Scalable Uncertainty Management; 10th International C Steven Schockaert,Pierre Senellart Conference proceedings 2016 Springer International

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Metric Logic Program Explanations for Complex Separator Functionstities in class . from those in class .. However, such classifiers are usually very hard to explain in plain English to domain experts. We propose Metric Logic Programs (MLPs) which are a fragment of constraint logic programs as a new paradigm for explaining .. We present multiple measures of qualit
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A Two-Stage Online Approach for Collaborative Multi-agent Planning Under Uncertaintyf actions may be uncertain, a common goal can generally only be achieved through a careful cooperation between the different agents. In this work, we propose a novel two-stage planner that combines online planning at both team level and individual level through a subgoal delegation scheme. The propo
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-ASP for Computing Repairs with Existential Ontologiesrant semantics have been mainly proposed for lightweight description logics. In this paper we present a generic transformation from knowledge bases expressed within existential rules formalism into an ASP program. We propose different strategies for this transformation, and highlight the ones for wh
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Probabilistic Reasoning in the Description Logic , with the Principle of Maximum Entropy logic . that is designed for representing context-dependent knowledge, where the actual context taking place is uncertain. . allows the expression of logical dependencies on the domain and probabilistic dependencies on the possible contexts. In order to draw probabilistic conclusions, we employ the
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Conference proceedings 2016e, in September 2016...The 18 regular papers and 5 short papers were carefully reviewed and selected from 35 submissions. Papers are solicited in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include (but are not re
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