Analyzing Pilot-related Accidents and Incidents by Data Mining
Identifying patterns of factors resulted in aircraft accidents is important to improve the level of the aviation safety. In this paper we applied contrast set mining technique to study 14 years pilot related accidents and incidents, and identified patterns of factors that are significantly associated with accidents than incidents, and patterns of factors that are more likely lead to accident actually than expected by using attribute focusing technique. Finally identified more interesting patterns of factors that were consistent across the analyses by the two data mining techniques..
aviation safety contrast-set mining attribute focusing contrast sets pattern of factors
Xia Feng Juanjuan Li
College of Computer Science and Technology Civil Aviation University of China Tianjin, China College of Computer Science and Technologj Civil Aviation University of China Tianjin, China
国际会议
太原
英文
325-327
2010-10-22（万方平台首次上网日期，不代表论文的发表时间）