The effect of automated taxa identification errors on biological indices

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• 作者：Johanna Ä ; rje ; ^a ; ^{johanna.arje@jyu.fi} ; Salme Kä ; rkkä ; inen^a ; ^{salme.karkkainen@jyu.fi} ; Kristian Meissner^b ; ^{kristian.meissner@ymparisto.fi} ; Alexandros Iosifidis^c ; ^{alexandros.iosifidis@tut.fi} ; T&uuml ; rker Ince^d ; ^{turker.ince@izmirekonomi.edu.tr} ; Moncef Gabbouj^c ; ^{moncef.gabbouj@tut.fi} ; Serkan Kiranyaz^e ; ^{serkan.kiranyaz@tut.fi}
• 关键词：Biomonitoring ; Classification error ; Diversity ; error propagation ; Identification ; Similarity
• 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：108-120
• 全文大小：1052 K
• 卷排序：72

文摘

We study the effects of classification errors from 11 different classifiers on 14 biological indices. We assess the reasons why certain indices are more sensitive to classification errors. We compare the classifiers based on their ultimate use in the biomonitoring of macroinvertebrates.