Minghua Zhang

ORCID: 0000-0001-8562-272X
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About
Contact & Profiles
Research Areas
  • Speech and dialogue systems
  • Natural Language Processing Techniques
  • Data Management and Algorithms
  • Autonomous Vehicle Technology and Safety
  • Topic Modeling
  • Air Traffic Management and Optimization

Beihang University
2023

Abstract In this work, a machine translation framework is proposed to tackle the flight plan generation in air transport field. Diverging from traditional human expert‐based way, novel sequence‐to‐sequence transfer transformer network automatic with enhanced operational acceptability presented. It allows user translate departure and arrival airport pairs denoted as test sentences, into flyable waypoint sequences corresponding source sentences. The approach leverages deep neural networks...

10.1049/itr2.12478 article EN cc-by-nc IET Intelligent Transport Systems 2023-12-21
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