Framework of compound object comparators

Issue title: Granular Knowledge Discovery

Guest editors: Dominik Ślȩzak, Andrzej Skowron, Yukio Ohsawa and Junzo Watada

Article type: Research Article

Authors: Sosnowski, Ƚukasz

Affiliations: Dituel Sp. z o.o., ul. Ostrobramska 101 lok. 206, Systems Research Institute, Polish Academy of Sciences, ul. Newelska 6, 01-447 Warsaw, Poland. E-mail: [email protected]

Abstract: This paper discusses the theory and implementation of the framework of comparators. You can find here a detailed description of designing a network of compound object comparators as well as practical implementation using the framework. There are two case studies which show the spectrum of possible usages of the framework. The paper also contains fundamental knowledge about other frameworks and theories which are used here.

Keywords: Similarity of objects, compound object comparators, networks of comparators, fuzzy relations, image analysis, text analysis, granulation, ontology, domain-based hierarchical classifiers

DOI: 10.3233/IDT-140229

Journal: Intelligent Decision Technologies, vol. 9, no. 4, pp. 343-363, 2015