Wagner, Christian and Hagras, Hani (2010) Fuzzy Composite Concepts based on human reasoning. In: Integration (2010 IRI), 2010-08-04 - 2010-08-06.
Wagner, Christian and Hagras, Hani (2010) Fuzzy Composite Concepts based on human reasoning. In: Integration (2010 IRI), 2010-08-04 - 2010-08-06.
Wagner, Christian and Hagras, Hani (2010) Fuzzy Composite Concepts based on human reasoning. In: Integration (2010 IRI), 2010-08-04 - 2010-08-06.
Abstract
Fuzzy Logic Systems (FLSs) provide a proven toolset in mimicking human reasoning. In this paper, we will present the idea of Fuzzy Composite Concepts (FCCs) which allow for a closer imitation of human reasoning in terms of integrating a large number of parameters into a single concept suitable for higher level reasoning. FCCs are based on standard FLSs and transparently extend them to provide intuitively interpretable rule bases and improve resilience and reusability of the overall FLS. We are providing an overview of the philosophical concepts behind FCCs and discuss their applicability. We describe the implementation of FCCs and demonstrate their benefits using real world examples based on our work in Ambient Intelligent Environments. © 2010 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Published proceedings: 2010 IEEE International Conference on Information Reuse and Integration, IRI 2010 |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 18 Sep 2013 06:45 |
| Last Modified: | 05 Dec 2024 20:39 |
| URI: | http://repository.essex.ac.uk/id/eprint/4704 |