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Automated Labeling of Helicopter Maintenance Records with Text Classification

John A. Labarga, Sam L. Friedman, Sikorsky

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On Sale: Automated Labeling of Helicopter Maintenance Records with Text Classification

  • Presented at Forum 74
  • 7 pages
  • SKU # : 74-2018-0209
  • Your Price : $30.00
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Automated Labeling of Helicopter Maintenance Records with Text Classification

Authors / Details: John A. Labarga, Sam L. Friedman, Sikorsky

Abstract
Separating plaintext documents into defined classes, known in the data science literature as text classification, is a time-consuming task that is essential to the processing of correspondence, safety records, and maintenance documents in the aviation industry. This work discusses a machine learning approach to this problem, and demonstrates how to construct an end-to-end document classification solution. This system is capable of classifying documents with high accuracy, thus alleviating the need for labor dedicated to this task.

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