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Authors: Hema Nair 1 and Ian Chai 2

Affiliations: 1 Faculty of Engineering and Technology, Multimedia University, Malaysia ; 2 Faculty of Engineering, Multimedia University, Malaysia

Keyword(s): Linguistic summary, data mining, fuzzy logic, genetic algorithm, remote-sensed image.

Related Ontology Subjects/Areas/Topics: Advanced Applications of Fuzzy Logic ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: The objective of this paper is to propose an approach to describe patterns in remote-sensed images utilising fuzzy logic. The general form of a linguistically quantified proposition is “QY’s are F” where Q is a fuzzy linguistic quantifier, Y is a class of objects and F is a summary that applies to that class. The truth of such a proposition can be determined for each object characterised by a tuple in the database. Fuzzy descriptions of linguistic summaries help to evaluate the degree to which a summary describes an object or pattern in the image. A genetic algorithm technique is used to obtain optimal solutions that describe all the objects or patterns in the database. Image mining is used to extract unusual patterns from multi-dated satellite images of a geographic area.

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Paper citation in several formats:
Nair, H. and Chai, I. (2004). LINGUISTIC DESCRIPTION OF PATTERNS FROM MINED IMAGES. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 77-83. DOI: 10.5220/0002595900770083

@conference{iceis04,
author={Hema Nair. and Ian Chai.},
title={LINGUISTIC DESCRIPTION OF PATTERNS FROM MINED IMAGES},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={77-83},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002595900770083},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - LINGUISTIC DESCRIPTION OF PATTERNS FROM MINED IMAGES
SN - 972-8865-00-7
IS - 2184-4992
AU - Nair, H.
AU - Chai, I.
PY - 2004
SP - 77
EP - 83
DO - 10.5220/0002595900770083
PB - SciTePress