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International Journal of Geographical Information Science Volume 34, 2020 - Issue 10
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Research Articles

Incorporating spatial association into statistical classifiers: local pattern-based prior tuning

Hexiang Baia School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, ChinaView further author information
,
Feng Caoa School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, ChinaView further author information
,
M. Peter Atkinsonb Engineering Building, Lancaster University, Lancaster, UKORCID Iconhttps://orcid.org/0000-0002-5489-6880View further author information
ORCID Icon,
Qian Chena School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, ChinaView further author information
,
Jinfeng Wangc State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, ChinaView further author information
&
Yong Gec State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, ChinaCorrespondence[email protected]
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Pages 2077-2114 | Received 18 Jan 2019, Accepted 28 Feb 2020, Published online: 10 Mar 2020

Citations (3)

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Read on this site (1)

Yongze Song & Peng Wu. (2021) An interactive detector for spatial associations. International Journal of Geographical Information Science 35:8, pages 1676-1701.
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Articles from other publishers (2)

N. Karasiak, J.-F. Dejoux, C. Monteil & D. Sheeren. (2021) Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing. Machine Learning 111:7, pages 2715-2740.
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Yunwei Tang, Fang Qiu, Linhai Jing, Fan Shi & Xiao Li. (2021) A recurrent curve matching classification method integrating within-object spectral variability and between-object spatial association. International Journal of Applied Earth Observation and Geoinformation 101, pages 102367.
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