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Pelekis et al 2018b - Revision history
2026-04-21T20:47:07Z
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2021-02-02T07:44:52Z
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Scipediacontent at 07:44, 2 February 2021
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Scipediacontent at 07:44, 2 February 2021
2021-02-02T07:44:32Z
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Scipediacontent: Scipediacontent moved page Draft Content 525162473 to Pelekis et al 2018b
2021-02-02T07:44:21Z
<p>Scipediacontent moved page <a href="/public/Draft_Content_525162473" class="mw-redirect" title="Draft Content 525162473">Draft Content 525162473</a> to <a href="/public/Pelekis_et_al_2018b" title="Pelekis et al 2018b">Pelekis et al 2018b</a></p>
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Scipediacontent: Created page with " == Abstract == In this paper, we present an efficient in-DBMS framework for progressive time-aware sub-trajectory cluster analysis. In particular, we address two variants of..."
2021-02-02T07:44:18Z
<p>Created page with " == Abstract == In this paper, we present an efficient in-DBMS framework for progressive time-aware sub-trajectory cluster analysis. In particular, we address two variants of..."</p>
<p><b>New page</b></p><div><br />
== Abstract ==<br />
<br />
In this paper, we present an efficient in-DBMS framework for progressive time-aware sub-trajectory cluster analysis. In particular, we address two variants of the problem: (a) spatiotemporal sub-trajectory clustering and (b) index-based time-aware clustering at querying environment. Our approach for (a) relies on a two-phase process: a voting-and-segmentation phase followed by a sampling-and-clustering phase. Regarding (b), we organize data into partitions that correspond to groups of sub-trajectories, which are incrementally maintained in a hierarchical structure. Both approaches have been implemented in Hermes@PostgreSQL, a real Moving Object Database engine built on top of PostgreSQL, enabling users to perform progressive cluster analysis via simple SQL. The framework is also extended with a Visual Analytics (VA) tool to facilitate real world analysis.<br />
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Document type: Conference object<br />
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== Full document ==<br />
<pdf>Media:Draft_Content_525162473-beopen4920-6112-document.pdf</pdf><br />
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== Original document ==<br />
<br />
The different versions of the original document can be found in:<br />
<br />
* [http://dx.doi.org/10.1109/icde.2018.00181 http://dx.doi.org/10.1109/icde.2018.00181]<br />
<br />
* [http://openaccess.city.ac.uk/id/eprint/23212/1/Tampakis-et-al-ICDE18demo-CameraReady-final.pdf http://openaccess.city.ac.uk/id/eprint/23212/1/Tampakis-et-al-ICDE18demo-CameraReady-final.pdf]<br />
<br />
* [http://publica.fraunhofer.de/documents/N-581584.html http://publica.fraunhofer.de/documents/N-581584.html]<br />
<br />
* [https://openaccess.city.ac.uk/id/eprint/23212/1/Tampakis-et-al-ICDE18demo-CameraReady-final.pdf https://openaccess.city.ac.uk/id/eprint/23212/1/Tampakis-et-al-ICDE18demo-CameraReady-final.pdf]<br />
<br />
* [https://zenodo.org/record/2730198 https://zenodo.org/record/2730198] under the license http://creativecommons.org/licenses/by/4.0/legalcode<br />
<br />
* [http://xplorestaging.ieee.org/ielx7/8476188/8509221/08509402.pdf?arnumber=8509402 http://xplorestaging.ieee.org/ielx7/8476188/8509221/08509402.pdf?arnumber=8509402],<br />
: [http://dx.doi.org/10.1109/icde.2018.00181 http://dx.doi.org/10.1109/icde.2018.00181]<br />
<br />
* [https://dblp.uni-trier.de/db/conf/icde/icde2018.html#TampakisPAAFT18 https://dblp.uni-trier.de/db/conf/icde/icde2018.html#TampakisPAAFT18],<br />
: [https://openaccess.city.ac.uk/id/eprint/23212 https://openaccess.city.ac.uk/id/eprint/23212],<br />
: [https://ieeexplore.ieee.org/document/8509402 https://ieeexplore.ieee.org/document/8509402],<br />
: [https://doi.org/10.1109/ICDE.2018.00181 https://doi.org/10.1109/ICDE.2018.00181],<br />
: [https://academic.microsoft.com/#/detail/2898552906 https://academic.microsoft.com/#/detail/2898552906]</div>
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