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Aviation safetyAviation safety systems quickly become data-intensive, producing millions of data points, which can be overwhelming. This high volume of data has been a challenge since the early days of safety management. Machine learningMachine learning (ML) thrives in data-intensive environments, making it highly effective in risk assessmentRisk assessment. It can analyze data, identify connections, and detect trends and patterns beyond human capability, providing more accurate risk predictions.

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Flight Safety Management with Machine Learning

  • 章节

  • 发表日期：

    2025年

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  • Chi-Bin Cheng,
  • Huan-Jyh Shyur

摘要

Aviation safetyAviation safety systems quickly become data-intensive, producing millions of data points, which can be overwhelming. This high volume of data has been a challenge since the early days of safety management. Machine learningMachine learning (ML) thrives in data-intensive environments, making it highly effective in risk assessmentRisk assessment. It can analyze data, identify connections, and detect trends and patterns beyond human capability, providing more accurate risk predictions.