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Grivei, Alexandru-Cosmin und Datcu, Mihai (2015) HyperMINE – An Earth Observation Spatio-Temporal Data Mining System. In: Proceedings of 23rd Telecommunications forum TELFOR 2015, Seiten 906-909. IEEE Xplore. 23rd Telecommunications Forum (TELFOR) 2015, 24-25 Nov 2015, Belgrade, Serbia. doi: 10.1109/TELFOR.2015.7377612. ISBN 978-1-5090-0054-8.
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Offizielle URL: http://www.telfor.rs
Kurzfassung
The increasing number of satellite missions for Earth exploration provides huge amounts of data. These data are of wide diversity regarding the images characteristics, thus new techniques and tools need to be developed to accommodate the extraction of meaningful information. This paper presents An Earth Observation Spatio-Temporal Data Mining System (HyperMINE), which integrates fast and complex query methods in order to generate SITS (Satellite Image Time Series) regarded as a data hypercube. The multidimensional data, considering geographical space, time, band, and satellite/sensor are used as input for information mining algorithms. The system is built on a modular multilayer architecture that allows effective processing of various sources of data.
| elib-URL des Eintrags: | https://elib.dlr.de/100430/ | ||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||
| Titel: | HyperMINE – An Earth Observation Spatio-Temporal Data Mining System | ||||||||||||
| Autoren: |
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| Datum: | 2015 | ||||||||||||
| Erschienen in: | Proceedings of 23rd Telecommunications forum TELFOR 2015 | ||||||||||||
| Referierte Publikation: | Nein | ||||||||||||
| Open Access: | Ja | ||||||||||||
| Gold Open Access: | Nein | ||||||||||||
| In SCOPUS: | Nein | ||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||
| DOI: | 10.1109/TELFOR.2015.7377612 | ||||||||||||
| Seitenbereich: | Seiten 906-909 | ||||||||||||
| Verlag: | IEEE Xplore | ||||||||||||
| ISBN: | 978-1-5090-0054-8 | ||||||||||||
| Status: | veröffentlicht | ||||||||||||
| Stichwörter: | satellite images, data mining, image time series | ||||||||||||
| Veranstaltungstitel: | 23rd Telecommunications Forum (TELFOR) 2015 | ||||||||||||
| Veranstaltungsort: | Belgrade, Serbia | ||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||
| Veranstaltungsdatum: | 24-25 Nov 2015 | ||||||||||||
| Veranstalter : | Telecommunications Society | ||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||
| HGF - Programm: | Raumfahrt | ||||||||||||
| HGF - Programmthema: | Erdbeobachtung | ||||||||||||
| DLR - Schwerpunkt: | Raumfahrt | ||||||||||||
| DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | R - Vorhaben hochauflösende Fernerkundungsverfahren (alt) | ||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||
| Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||||||
| Hinterlegt von: | Schwarz, Gottfried | ||||||||||||
| Hinterlegt am: | 04 Dez 2015 13:05 | ||||||||||||
| Letzte Änderung: | 31 Jul 2019 19:57 |
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