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Online data mining services for dynamic spatial databases II: air quality location based services and sonification

2005Journal article Open access
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dc.contributor.authorTeixeira, Luis Miguel Lopes
dc.contributor.authorBarbosa, Álvaro
dc.contributor.authorCardoso, Jorge C. S.
dc.contributor.authorCarvalhos, Vasco
dc.contributor.authorCosta, Manuel
dc.contributor.authorSousa, Inês
dc.contributor.authorFranco, Ivan
dc.contributor.authorFonseca, Alexandra
dc.contributor.authorHenriques, Diana
dc.contributor.authorRosa, Paulopor
dc.date.accessioned2010-11-19T16:35:04Z
dc.date.available2010-11-19T16:35:04Z
dc.date.issued2005
dc.description.abstractThis paper introduces online data mining services for dynamic spatial databases associated with environmental monitoring networks. In particular, it describes an application that uses these services with sonification for air quality location based information services to the general public. The data mining services use Artificial Neural Networks, to find temporal relations in the monitored parameters. The execution of the algorithms performed at the server side and a distributed processing scheme is used to overcome problems of scalability. In addition, two other families of web services are made available to support the discovery of temporal relations: vectorial and raster map? services and a sonification service. The map services were implemented in DM Plus, a client application presented in part I. The sonification service is described in this paper and illustrated through an application study that implements an air quality index with sonification for mobile phones.por
dc.identifier.citationII INTERNATIONAL CONFERENCE AND EXHIBITION ON GEOGRAPHICAL INFORMATION, Estoril Congress Center, Estoril, Lisboa, Portugal, 30 May-2 June, 2005 - GISPlanet Proceedings, II International Conference and Exhibition on Geographic Information, [CD-ROM] ISBN 972-97367-5-8por
dc.identifier.urihttp://hdl.handle.net/10400.14/3530
dc.language.isoengpor
dc.subjectOnline data mining servicespor
dc.subjectLocation based servicespor
dc.subjectSonificationpor
dc.subjectArtificial neural networkspor
dc.subjectDynamic spatial databasespor
dc.subjectAir quality monitoring networkspor
dc.titleOnline data mining services for dynamic spatial databases II: air quality location based services and sonificationpor
dc.typejournal article
dspace.entity.typePublication
person.familyNameTeixeira
person.givenNameLuis Miguel Lopes
person.identifierR-000-9R6
person.identifier.ciencia-id4E12-263B-3CF6
person.identifier.orcid0000-0002-1206-4576
person.identifier.scopus-author-id16040894700
rcaap.rightsopenAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublicationc2b695e8-bb9a-4a2f-9dfc-86d4f1ec3faf
relation.isAuthorOfPublication.latestForDiscoveryc2b695e8-bb9a-4a2f-9dfc-86d4f1ec3faf

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