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Grivei, Alexandru-Cosmin and Datcu, Mihai (2015) HyperMINE – An Earth Observation Spatio-Temporal Data Mining System. In: Proceedings of 23rd Telecommunications forum TELFOR 2015, pp. 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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Abstract
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.
| Item URL in elib: | https://elib.dlr.de/100430/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
| Title: | HyperMINE – An Earth Observation Spatio-Temporal Data Mining System | ||||||||||||
| Authors: |
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| Date: | 2015 | ||||||||||||
| Journal or Publication Title: | Proceedings of 23rd Telecommunications forum TELFOR 2015 | ||||||||||||
| Refereed publication: | No | ||||||||||||
| Open Access: | Yes | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| DOI: | 10.1109/TELFOR.2015.7377612 | ||||||||||||
| Page Range: | pp. 906-909 | ||||||||||||
| Publisher: | IEEE Xplore | ||||||||||||
| ISBN: | 978-1-5090-0054-8 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | satellite images, data mining, image time series | ||||||||||||
| Event Title: | 23rd Telecommunications Forum (TELFOR) 2015 | ||||||||||||
| Event Location: | Belgrade, Serbia | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Dates: | 24-25 Nov 2015 | ||||||||||||
| Organizer: | Telecommunications Society | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
| HGF - Program: | Space | ||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||
| DLR - Research theme (Project): | R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||
| Institutes and Institutions: | Remote Sensing Technology Institute > Photogrammetry and Image Analysis | ||||||||||||
| Deposited By: | Schwarz, Gottfried | ||||||||||||
| Deposited On: | 04 Dec 2015 13:05 | ||||||||||||
| Last Modified: | 31 Jul 2019 19:57 |
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