Open Journal Systems

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Open Journal Systems

An intelligent web service for classifying digital imagery by using rough sets

Julio César Caicedo Caicedo, José Nelson Pérez Castillo

Abstract

Integrating recent developments in service-orientated computing, Web technologies and computational intelligence has facilitated the development of applications for solving complex problems in several fields of scientific and technological research. Rough sets theory provides a solid theoretical background within the computational intelligence (CI) field for the qualitative reasoning required for analysing datasets loaded with uncertainties due to the vagueness and lack of precision associated with them. This paper describes the development of an intelligent Web service to process digital imagery, demonstrating the benefits of rough sets theory in dealing with the flexible supervised classification of the pixels associated with them.

Keywords

rough sets; indiscernibility; lower approximation; upper approximation; decision system; Web service; digital image

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ISSN: 0120-5609 (print)
ISSN: 2248-8723 (online)

Indexed in:

	IBN Publindex Publindex is a Colombian bibliographic index for classifying, updating, rating and certifying scientific and technological publications. It is recognised by COLCIENCIAS and ICFES in Colombia.
	Directory of Open Access Journals DOAJ increases the visibility and ease of use of open access scientific and scholarly journals, aims to be comprehensive and cover all that journals that use a quality control system to guarantee the content. It's a one stop shop for users of OA Journals.
	SciELO Colombia SciELO Colombia is a virtual library for Latin-America, the Caribbean, Spain and Portugal, which was created by FAPESP in 1997 in Sao Pablo, Brazil. It is currently being managed in Colombia by the Universidad Nacional de Colombia.
	e-Revistas This is a web page providing open access to Spanish and Latin-American electronic journals. It was created in Spain.
	Science Citation Index Expanded^TM Thomson Reuters SCI is a prestigious online indexing system which incorporates bibliographic and citation data of scientific publications worldwide.
	Scopus Scopus is a bibliographic database publishing summaries and references concerning articles from scientific journals. It covers around 19,500 titles by more than 5,000 international editors, including coverage of about 16,500 journals.
	Latindex Latindex is the product of cooperation by a network of Latin-American institutions operating in a coordinated way to gather and disseminate bibliographic information about serialised scientific publications produced in the region.
	Redalyc Redalyc stands for the Latin-American, Caribbean, Spanish and Portuguese Scientific journals’ Network (Red de Revistas Científicas de América Latina y el Caribe, España y Portugal) sponsored by the Universidad Autónoma in México.
	Dialnet Dialnet is a webpage for disseminating Spanish-speaking scientific production; it began operating in 2001. It specializes in human and social sciences. Its open access database was created by the Universidad de La Rioja (Spain).
See more indexes here.