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Linguistic Description of Complex Phenomena with the rLDCP R Package

机译:rLDCP R软件包对复杂现象的语言描述

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Monitoring and analysis of complex phenomena attract the attention of both academy and industry. Dealing with data produced by complex phenomena requires the use of advance computational intelligence techniques. Namely, linguistic description of complex phenomena constitutes a mature research line. It is supported by the Computational Theory of Perceptions grounded on the Fuzzy Sets Theory. Its aim is the development of computational systems with the ability to generate vague descriptions of the world in a similar way how humans do. This is a human-centric and multi-disciplinary research work. Moreover, its success is a matter of careful design; thus, developers play a key role. The rLDCP R package was designed to facilitate the development of new applications. This demo introduces the use of rLDCP, for both beginners and advance developers, in practical use cases.
机译:对复杂现象的监视和分析引起了学术界和工业界的关注。处理复杂现象产生的数据需要使用先进的计算智能技术。即,对复杂现象的语言描述构成了一条成熟的研究路线。它以基于模糊集理论的感知计算理论为基础。其目的是开发能够以类似于人类的方式生成模糊世界描述的计算系统。这是一项以人为中心和多学科的研究工作。而且,它的成功是精心设计的问题。因此,开发人员扮演着关键角色。 rLDCP R软件包旨在促进新应用程序的开发。本演示在实际用例中为初学者和高级开发人员介绍了rLDCP的用法。

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