Classification of Settlement Types from Tweets Using LDA and LSTM

Huang, Rong and Taubenböck, Hannes and Zhu, Xiao Xiang (2018) Classification of Settlement Types from Tweets Using LDA and LSTM. IGARSS 2018, 2018-07-22 - 2018-07-27, Valencia, Spain. doi: 10.1109/igarss.2018.8519240.

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Official URL: https://www.igarss2018.org/

Item URL in elib:

https://elib.dlr.de/120092/

Document Type:

Conference or Workshop Item (Speech)

Title:

Classification of Settlement Types from Tweets Using LDA and LSTM

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Huang, Rong	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED
Taubenböck, Hannes	UNSPECIFIED	https://orcid.org/0000-0003-4360-9126	UNSPECIFIED
Zhu, Xiao Xiang	DLR-IMF/TUM-LMF	UNSPECIFIED	UNSPECIFIED

Date:

2018

Refereed publication:

Yes

Open Access:

Yes

Gold Open Access:

In SCOPUS:

In ISI Web of Science:

DOI:

10.1109/igarss.2018.8519240

Page Range:

pp. 1-4

Status:

Published

Keywords:

settlement type classification, Social Media, Twitter, LDA, LSTM

Event Title:

IGARSS 2018

Event Location:

Valencia, Spain

Event Type:

international Conference

Event Start Date:

22 July 2018

Event End Date:

27 July 2018

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 > EO Data Science
German Remote Sensing Data Center > Geo Risks and Civil Security

Deposited By:

Häberle, Matthias

Deposited On:

12 Nov 2018 10:07

Last Modified:

08 Aug 2025 10:55

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