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Application of machine learning to construction injury prediction

  • Published:2016-09 Issue: Volume:69 Page:102-114
  • ISSN:0926-5805
  • Container-title:Automation in Construction
  • language:en
  • Short-container-title:Automation in Construction

Author:

Tixier Antoine J.-P.,Hallowell Matthew R.,Rajagopalan Balaji,Bowman Dean

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Building and Construction,Civil and Structural Engineering,Control and Systems Engineering

Reference79 articles.

1. Applying Support Vector Machines to Imbalanced Datasets;Akbani,2004

2. Enhancing construction hazard recognition with high-fidelity augmented virtuality;Albert;J. Constr. Eng. Manag.,2014

3. Energy-Based Safety Risk Management: Using Hazard Energy to Predict Injury Severity;Alexander,2015

4. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012

5. Analysis of a random forests model;Biau;J. Mach. Learn. Res.,2012

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