Please use this identifier to cite or link to this item: http://repositorio.unicamp.br/jspui/handle/REPOSIP/94247
Type: Artigo de periódico
Title: An Environment For Knowledge Discovery In Biology
Author: Barrera J.
Cesar Jr. R.M.
Ferreira J.E.
Gubitoso M.D.
Abstract: This paper describes a data mining environment for knowledge discovery in bioinformatics applications. The system has a generic kernel that implements the mining functions to be applied to input primary databases, with a warehouse architecture, of biomedical information. Both supervised and unsupervised classification can be implemented within the kernel and applied to data extracted from the primary database, with the results being suitably stored in a complex object database for knowledge discovery. The kernel also includes a specific high-performance library that allows designing and applying the mining functions in parallel machines. The experimental results obtained by the application of the kernel functions are reported. © 2003 Elsevier Ltd. All rights reserved.
Editor: 
Rights: fechado
Identifier DOI: 10.1016/S0010-4825(03)00073-8
Address: http://www.scopus.com/inward/record.url?eid=2-s2.0-2442505054&partnerID=40&md5=2727844cfebd7115a358d312d0ce2ff7
Date Issue: 2004
Appears in Collections:Unicamp - Artigos e Outros Documentos

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