Data mining techniques on satellite images for discovery of risk areas

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• 作者：Boukaye Boubacar Traore^a ; ^b ; ^{boukaye@gmail.com} ; Bernard Kamsu-Foguem^a ; ^{Bernard.Kamsu-Foguem@enit.fr} ; Fana Tangara^b ; ^{fbtangara@yahoo.fr}
• 关键词：Data mining ; Discretization ; Remote sensing ; Risk identification ; Knowledge
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：15 April 2017
• 年：2017
• 卷：72
• 期：Complete
• 页码：443-456
• 全文大小：3950 K
• 卷排序：72

文摘

Remote sensing by satellite systems yields complex data holding useful information. Data mining techniques are interesting for knowledge discovery in satellite images. Proposed methodology focusing on discretization, classification and interpretation. Validation of methodology for healthcare in identification of epidemic risk areas. Application to detect the risk areas of cholera in conformance with in-situ data.