Research papers
5,883 papers · NASA NTRS, NTSB, FAA CAMI
NASA NTRS · 1,269 NTSB Safety Studies · 12 NTSB Aircraft Accident Reports · 17 Embry-Riddle Scholarly Commons · 1,993
3 matches · Machine learning
- Embry-Riddle Scholarly Commons 2024 ERAU Journal article (IJAAA)
Leveraging artificial intelligence to improve data configuration & accuracy in modern flight management systems
AI (Artificial intelligence) can automate the process of generating optimized flight routes using real-time data, such as AIRAC (Aeronautical Information Regulation and Control), significantly reducing the time needed fo…
- Embry-Riddle Scholarly Commons 2023 ERAU Conference paper
A bidirectional deep LSTM machine learning method for flight delay modelling and analysis
Flight delays can be prevented by providing a reference point from an accurate prediction model because predicting flight delays is a problem with a specific space.
- Embry-Riddle Scholarly Commons 2023 ERAU Journal article (JAAER)
A Deep BiLSTM Machine Learning Method for Flight Delay Prediction Classification
This paper proposes a classification approach for flight delays using Bidirectional Long Short-Term Memory (BiLSTM) and Long Short-Term Memory (LSTM) models.