Evaluating the Ability to Use Contextual Features to Map Deprived Areas ‘Slums’ in Multiple Cities-Reference-Cited by-同舟云学术

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Evaluating the Ability to Use Contextual Features to Map Deprived Areas ‘Slums’ in Multiple Cities

Published:2023-07-16 Issue: Volume: Page:
ISSN:
Container-title:IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
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Author:

Engstrom Ryan¹,Owusu Maxwell¹,Nair Arathi²,Jafari Amir²,Thomson Dana³,Kuffer Monika³

Affiliation:

1. George Washington University,Department of Geography,Washington,DC,USA

2. George Washington University,Data Science Program,Washington,DC,USA

3. University of Twente,Faculty of Geo-Information Science and Earth Observation,Twente,Netherlands

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10281394/10281399/10282954.pdf?arnumber=10282954

Reference18 articles.

1. Random Forests;breiman,2001

2. A review of feature selection methods based on mutual information

3. Multi-class AdaBoost

4. Greedy function approximation: A gradient boosting machine.

5. An ontology of slums for image-based classification

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