Yiqi Lin

affiliation not provided to SSRN

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  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

48

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

A Fully Automated Model for Land Use Classification from Historical Maps Using Machine Learning

Downloads 29 (1,046,296)

A Fully Automated Model for Land Use Classification from Historical Maps Using Machine Learning

Number of pages: 27 Posted: 17 Jun 2024
Anneli M. Ågren and Yiqi Lin
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 16 (1,245,616)

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Automation, Extreme Gradient Boosting, Historical Maps, Land use, Machine Learning.

A Fully Automated Model for Land Use Classification from Historical Maps Using Machine Learning

Number of pages: 27 Posted: 12 Jun 2024
Anneli M. Ågren and Yiqi Lin
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 13 (1,284,816)

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Automation, Economic Map, Extreme Gradient Boosting, Historical Maps, land use, Machine Learning.

2.

Evaluating Machine Learning Methods for Predicting Surface Deposits Across Physiographic Regions in Sweden

Number of pages: 40 Posted: 23 Sep 2024
Yiqi Lin, William Lidberg, Cecilia Karlsson, Gustav Sohlenius, Florian Westphal, Johannes Larson and Anneli M. Ågren
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Jönköping University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,167,727)

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Digital Soil mapping, Quaternary Surface Deposits, Machine Learning, Airborne Laser Scanning, Extreme Gradient Boosting