Data preprocessing of spatial data mining

Hanning Yuan; Shuliang Wang

doi:10.1117/12.650728

Data preprocessing of spatial data mining

Hanning Yuan^*, Shuliang Wang

^*此作品的通讯作者

科研成果: 期刊稿件 › 会议文章 › 同行评审

摘要

Data preprocessing is essential in spatial data mining. This paper presents some issues on data preprocessing. It pays more attention on incomplete data, inaccurate data, repetitive data, inconsistent data, and image data. Finally, a case is studied, and come with a satisfactory result.

源语言	英语
文章编号	604514
期刊	Proceedings of SPIE - The International Society for Optical Engineering
卷	6045 I
DOI	https://doi.org/10.1117/12.650728
出版状态	已出版 - 2005
已对外发布	是
活动	MIPPR 2005: Geospatial Information, Data Mining, and Applications - Wuhan, 中国期限: 31 10月 2005 → 2 11月 2005

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title = "Data preprocessing of spatial data mining",

abstract = "Data preprocessing is essential in spatial data mining. This paper presents some issues on data preprocessing. It pays more attention on incomplete data, inaccurate data, repetitive data, inconsistent data, and image data. Finally, a case is studied, and come with a satisfactory result.",

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author = "Hanning Yuan and Shuliang Wang",

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DO - 10.1117/12.650728

M3 - Conference article

AN - SCOPUS:33645091639

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VL - 6045 I

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

M1 - 604514

T2 - MIPPR 2005: Geospatial Information, Data Mining, and Applications

Y2 - 31 October 2005 through 2 November 2005

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Data preprocessing of spatial data mining

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