منابع مشابه
on some bayesian statistical models in actuarial science with emphasis on claim count
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15 صفحه اولCausal Compositional Models in Valuation-Based Systems
This paper shows that Pearl’s causal networks can be described using compositional models in the valuation-based systems (VBS) framework. There are several advantages of using the VBS framework. First, VBS is a generalization of several uncertainty theories (e.g., probability theory, a version of possibility theory where combination is the product t-norm, Spohn’s epistemic belief theory, and De...
متن کاملCausal and compositional generative models in online perception
From a quick glance or the touch of an object, our brains map sensory signals to scenes composed of rich and detailed shapes and surfaces. Unlike the standard approaches to perception, we argue that this mapping draws on internal causal and compositional models of the physical world and these internal models underlie the generalization capacity of human perception. Here, we present a generative...
متن کاملCausal compositional models in valuation-based systems with examples in specific theories
Article history: Received 30 December 2014 Received in revised form 29 June 2015 Accepted 13 October 2015 Available online xxxx
متن کاملEfficient Compositional Modeling for Generating Causal Explanations
Effective problem solving requires building adequate models that embody the simplifications, abstractions, and approximations that parsimoniously describe the relevant system phenomena for tbe task at hand. Compositional modeling is a framework for constructing adequate device models by composiqg model fragments selected from a model fragment library. While model selection using compo,sitional ...
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ژورنال
عنوان ژورنال: Kybernetika
سال: 2015
ISSN: 0023-5954,1805-949X
DOI: 10.14736/kyb-2015-3-0525