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A multi-agent architecture for intelligent data analysis

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dc.contributor.authorQueiroz, Jonas F.P. [UNESP]
dc.contributor.authorGuilherme, Ivan Rizzo [UNESP]
dc.contributor.authorBatista, Caio Cesar [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2014-05-27T11:26:00Z
dc.date.available2014-05-27T11:26:00Z
dc.date.issued2011-09-14
dc.description.abstractThe present study introduces a multi-agent architecture designed for doing automation process of data integration and intelligent data analysis. Different from other approaches the multi-agent architecture was designed using a multi-agent based methodology. Tropos, an agent based methodology was used for design. Based on the proposed architecture, we describe a Web based application where the agents are responsible to analyse petroleum well drilling data to identify possible abnormalities occurrence. The intelligent data analysis methods used was the Neural Network.en
dc.description.affiliationUNESP - Univ. Estadual Paulista Geoscience and Exact Science Institute Department of Statistics, Applied Mathematics and Computation, PO BOX 178, 13500-230, Rio Claro, SP
dc.description.affiliationUNESP - Univ. Estadual Paulista PPGCC/IBILCE, São José do Rio Preto, SP
dc.description.affiliationUnespUNESP - Univ. Estadual Paulista Geoscience and Exact Science Institute Department of Statistics, Applied Mathematics and Computation, PO BOX 178, 13500-230, Rio Claro, SP
dc.description.affiliationUnespUNESP - Univ. Estadual Paulista PPGCC/IBILCE, São José do Rio Preto, SP
dc.format.extent215-218
dc.identifier.citationICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, v. 1, p. 215-218.
dc.identifier.lattes0140365057016044
dc.identifier.scopus2-s2.0-80052583597
dc.identifier.urihttp://hdl.handle.net/11449/72679
dc.language.isoeng
dc.relation.ispartofICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectIntelligent data analysis
dc.subjectMulti-agent architecture
dc.subjectWeb based application
dc.subjectAgent-based methodologies
dc.subjectAutomation process
dc.subjectData integration
dc.subjectMulti-Agent
dc.subjectMultiagent architecture
dc.subjectProposed architectures
dc.subjectWeb-based applications
dc.subjectAutomation
dc.subjectData reduction
dc.subjectInformation science
dc.subjectNeural networks
dc.subjectOil wells
dc.subjectRobotics
dc.subjectUser interfaces
dc.subjectWell drilling
dc.subjectNetwork architecture
dc.titleA multi-agent architecture for intelligent data analysisen
dc.typeTrabalho apresentado em evento
dspace.entity.typePublication
unesp.author.lattes0140365057016044
unesp.campusUniversidade Estadual Paulista (UNESP), Instituto de Geociências e Ciências Exatas, Rio Claropt
unesp.departmentEstatística, Matemática Aplicada e Computação - IGCEpt

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Rio Claro - IGCE - Instituto de Geociências e Ciências Exatas