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On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence


Apr 13, 2023
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao

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TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT


Feb 03, 2023
Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang, Daniel Goldberg

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* 8 Pages, 6 figures 

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Location reference recognition from texts: A survey and comparison


Jul 04, 2022
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan

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* 35 pages, 11 figures 

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The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level


Feb 26, 2022
Ting Chang, Yingjie Hu, Dane Taylor, Brian M. Quigley

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* Health & Place, 73, 102736 (2022) 
* 35 pages 

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A Review of Location Encoding for GeoAI: Methods and Applications


Nov 07, 2021
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao

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* International Journal of Geographical Information Science, 2021 
* 32 Pages, 5 Figures, Accepted to International Journal of Geographical Information Science, 2021 

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Starting with data: advancing spatial data science by building and sharing high-quality datasets


Jul 16, 2020
Yingjie Hu

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Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform


Jul 15, 2020
Jimin Wang, Yingjie Hu

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Artificial Intelligence Approaches


Aug 27, 2019
Yingjie Hu, Wenwen Li, Dawn Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad

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* Artificial Intelligence Approaches. The Geographic Information Science & Technology Body of Knowledge (3rd Quarter 2019 Edition), John P. Wilson (ed.) 
* 12 pages, 5 figures 

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Geo-Text Data and Data-Driven Geospatial Semantics


Sep 15, 2018
Yingjie Hu

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* Geography Compass, 2018 

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