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Academia · 5,423 papers
Aviation research, sourced & cited.
Curated index of aviation-relevant research from NASA NTRS, NTSB safety studies, FAA CAMI, and academic sources. Every record links back to its original — we don't host PDFs, we describe each paper and credit the authors. Built for cross-link with the rest of Atlas: search by topic, drill into a CFR section or airframe and see the research that bears on it.
3 matches · deep 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.