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Flight Delay Prediction via Cross-Modality Adaptation of Large Language Models and Aircraft Trajectory Representation

https://doi.org/10.2139/ssrn.5708802
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s42405-019-00216-yopenalex-snapshot
Present and Future of Air Navigation: PBN Operations and Supporting Technologies
inferredcites →https://doi.org/10.1016/j.asoc.2024.111380openalex-snapshot
A spatial–temporal model for network-wide flight delay prediction based on federated learning
inferredcites →https://doi.org/10.1016/j.tre.2019.03.013openalex-snapshot
Flight delay prediction for commercial air transport: A deep learning approach
inferredcites →https://doi.org/10.1109/icspc57692.2023.10125675openalex-snapshot
Flight Delay Prediction Using Different Regression Algorithms in Machine Learning
inferredcites →https://doi.org/10.1109/iss1.2017.8389254openalex-snapshot
Cloud based flight delay prediction using logistic regression
inferredcites →https://doi.org/10.1109/tits.2021.3103502openalex-snapshot
A Deep Learning Approach for Flight Delay Prediction Through Time-Evolving Graphs
inferredcites →https://doi.org/10.1109/tits.2023.3270743openalex-snapshot
Flight Delay Prediction With Priority Information of Weather and Non-Weather Features
inferredcites →https://doi.org/10.1109/tvt.2019.2954094openalex-snapshot
Flight Delay Prediction Based on Aviation Big Data and Machine Learning
inferredcites →https://doi.org/10.1145/3347146.3359079openalex-snapshot
Flight Delay Prediction using Airport Situational Awareness Map
inferredcites →https://doi.org/10.1145/3719207openalex-snapshot
LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters
inferredcites →https://doi.org/10.1155/2024/3385463openalex-snapshot
Predicting Flight Delays with Machine Learning: A Case Study from Saudi Arabian Airlines
inferredcites →https://doi.org/10.1609/aaai.v36i8.20881openalex-snapshot
TS2Vec: Towards Universal Representation of Time Series
inferredcites →https://doi.org/10.1609/aaai.v37i4.25575openalex-snapshot
Time Series Contrastive Learning with Information-Aware Augmentations
inferredcites →https://doi.org/10.1609/aaai.v38i1.27763openalex-snapshot
FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.2514/1.i011539openalex-snapshot
Gaussian Processes for Flight Delay Prediction: Learning a Stochastic Process
inferredcites →https://doi.org/10.3390/aerospace11100813openalex-snapshot
Flight Arrival Scheduling via Large Language Model
inferredcites →https://doi.org/10.3390/math13111775openalex-snapshot
An Exploratory Assessment of LLMs’ Potential for Flight Trajectory Reconstruction Analysis
inferredcites →https://doi.org/10.3390/su142215180openalex-snapshot
Distribution Prediction of Strategic Flight Delays via Machine Learning Methods
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