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Modelling and Reasoning with Vague Concepts 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Lawry, Jonathan 作者

Springer Verlag

译者

2006-1 出版日期

276 页数

$ 190.97 价格

HRD

丛书系列

9780387290560 图书编码

Modelling and Reasoning with Vague Concepts 在线电子书图书标签: CS

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Modelling and Reasoning with Vague Concepts 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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This volume introduces a formal representation framework for modelling and reasoning, that allows us to quantify the uncertainty inherent in the use of vague descriptions to convey information between intelligent agents. This can then be applied across a range of applications areas in automated reasoning and learning. The utility of the framework is demonstrated by applying it to problems in data analysis where the aim is to infer effective and informative models expressed as logical rules and relations involving vague concept descriptions. The author also introduces a number of learning algorithms within the framework that can be used for both classification and prediction (regression) problems. It is shown how models of this kind can be fused with qualitative background knowledge such as that provided by domain experts. The proposed algorithms will be compared with existing learning methods on a range of benchmark databases such as those from the UCI repository.

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