An analysis of wintertime navigational accidents in the Northern Baltic Sea
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- 作者：Floris Goerlandta ; floris.goerlandt@aalto.fi" class="auth_mail" title="E-mail the corresponding author ; Habtamnesh Goitea ; b ; Osiris A. Valdez Bandaa ; Anders Hö ; glundc ; Paula Ahonen-Rainiob ; Mikko Lensud
- 关键词：Winter navigation operations ; Accident data analysis ; AIS data ; Visual data mining ; Maritime safety ; Maritime risk
- 刊名：Safety Science
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：92
- 期：Complete
- 页码：66-84
- 全文大小：4920 K
文摘
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Various data sources are integrated to construct a winter navigation accident database.
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AIS videos are made for investigating impact conditions in collisions and groundings.
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Database is analysed using multi-attribute visual data mining techniques.
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Several patterns are identified concerning conditions under which accidents occur.
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Strength of evidence is assessed to gain insight in uncertainty of identified patterns.