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 · Embry-Riddle Scholarly Commonsdeep learning
- Embry-Riddle Scholarly Commons 2024 ERAU Journal article (JAAER)
An Enhanced Deep Autoencoder for Flight Delay Prediction
Accurate and timely flight delay prediction cannot be overemphasized because of the ever-increasing demand for air travel and its importance in deploying intelligent transportation systems.
- 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.