Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.14/4076
Título: Online data mining services for dynamic spatial databases I: system architecture and client applications
Autor: Costa, Manuel
Sousa, Inês
Fonseca, Alexandra
Henriques, Diana
Rosa, Paulo
Franco, Ivan
Capeta, Nuno
Teixeira, Luís
Cardoso, Jorge C. S.
Carvalho, Vasco
Palavras-chave: Online data mining services
artificial neural networks
dynamic spatial databases
Web Services
distributed processing
scalability
environmental monitoring networks
Data: Mai-2005
Citação: II International Conference and Exhibition on Geographic Information, Estoril Congress Center, Estoril, Portugal, 30 Maio - 2 Junho, 2005 - GISPLANET PROCEEDINGS, II INTERNATIONAL CONFERENCE AND EXHIBITION ON GEOGRAPHIC INFORMATION. (CD ed). ISBN 972-97367-5-8. 15p.
Resumo: This paper describes online data mining services for dynamic spatial databases connected to environmental monitoring networks. These services can use Artificial Neural Networks as data mining techniques to find temporal relations in monitored parameters. The execution of the data mining algorithms is performed at the server side and a distributed processing scheme is used to overcome problems of scalability. To support the discovery of temporal relations, two other families of online services are made available: vectorial and raster visualization services and a sonification service. The use of this system is illustrated by the DM Plus client application and the SNIRH Data Mining Web site. The sonification service is described and illustrated in the part II paper.
Peer review: yes
URI: http://hdl.handle.net/10400.14/4076
Aparece nas colecções:CITAR - Artigos em actas / Papers in proceedings

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