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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track
Lecture Notes in Computer Science,
2026
DOI:10.1007/978-3-032-06129-4_12
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Atmospheric Visibility Estimation From Photographs via Large Language Models, or Can ChatGPT Tell the Weather?
AIAA SCITECH 2026 Forum,
2026
DOI:10.2514/6.2026-2262
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Optimizing Nominal Current Output in the Elevated Runway Edge Lighting System at Subang Airport through Machine Learning Analysis
2025 10th International Conference on Machine Learning Technologies (ICMLT),
2025
DOI:10.1109/ICMLT65785.2025.11193234
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An Intelligent Visibility Retrieval Framework Combining Meteorological Factors and Image Features
Journal of Tropical Meteorology,
2025
DOI:10.3724/j.1006-8775.2025.033
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HFGR: Hierarchical Fine‐Grained Regression for Visibility Estimation
IET Image Processing,
2025
DOI:10.1049/ipr2.70191
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Global Non-site Regional Visibility Seasonal Forecast Integrating Geographical Distance
Aerosol Science and Engineering,
2025
DOI:10.1007/s41810-025-00333-0
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Environmental Protection and Disaster Risks (EnviroRisks 2024)
Lecture Notes in Networks and Systems,
2025
DOI:10.1007/978-3-031-74707-6_18
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Intelligent visibility forecasting at airports: a systematic review
Environmental Research Communications,
2025
DOI:10.1088/2515-7620/addea9
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[9]
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Forecasting of Fog Index and Prediction Interval using Bayesian Methods
Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD),
2024
DOI:10.1145/3703323.3703738
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Development of a machine learning model for predicting abnormalities of commercial airplanes
Data Science and Management,
2024
DOI:10.1016/j.dsm.2024.03.002
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[11]
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Forecasting of Low Visibility Using Weather and Air Quality Data for Safe and Smooth Transportation Operation
2024 International Conference on Machine Learning and Applications (ICMLA),
2024
DOI:10.1109/ICMLA61862.2024.00134
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[12]
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Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji’s Aviation Industry
IEEE Access,
2024
DOI:10.1109/ACCESS.2024.3401091
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Utilizing Advanced Regression Techniques to Forecast Visibility at Subang and Langkawi International Airport
2024 New Trends in Civil Aviation (NTCA),
2024
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Multidisciplinary Applications of AI and Quantum Networking
Advances in Computational Intelligence and Robotics,
2024
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Multi‐site collaborative forecasting of regional visibility based on spatiotemporal convolutional network
Meteorological Applications,
2024
DOI:10.1002/met.2206
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Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
Theoretical and Applied Climatology,
2024
DOI:10.1007/s00704-023-04571-5
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Machine learning analysis and nowcasting of marine fog visibility using FATIMA Grand Banks campaign measurements
Frontiers in Earth Science,
2024
DOI:10.3389/feart.2023.1321422
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Short-Term Fog Forecasting using Meteorological Observations at Airports in North India
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD),
2024
DOI:10.1145/3632410.3632449
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Atmospheric visibility estimation: a review of deep learning approach
Multimedia Tools and Applications,
2023
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Predicting Airport Visibility using Seq2Seq Models
2023 11th International Conference on Information Systems and Computing Technology (ISCTech),
2023
DOI:10.1109/ISCTech60480.2023.00071
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Forecast Analysis of Visibility for Airport Operations with Deep Learning Techniques
2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC),
2023
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Deep learning ensembles for accurate fog-related low-visibility events forecasting
Neurocomputing,
2023
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SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks
2023 International Joint Conference on Neural Networks (IJCNN),
2023
DOI:10.1109/IJCNN54540.2023.10191095
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Forecast of Hourly Airport Visibility Based on Artificial Intelligence Methods
Atmosphere,
2022
DOI:10.3390/atmos13010075
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Meteorological characteristics of fog events in Korean smart cities and machine learning based visibility estimation
Atmospheric Research,
2022
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Deep learning models for visibility forecasting using climatological data
International Journal of Forecasting,
2022
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[27]
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Atmospheric visibility prediction by using the DBN deep learning model
and principal component analysis
Applied Optics,
2022
DOI:10.1364/AO.449148
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[28]
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Temporal and Spatial Characteristics of Meteorological Elements in the Vertical Direction at Airports and Hourly Airport Visibility Prediction by Artificial Intelligence Methods
Sustainability,
2022
DOI:10.3390/su141912213
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[29]
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Machine Learning-Based Fog Nowcasting for Aviation with the Aid of Camera Observations
Atmosphere,
2022
DOI:10.3390/atmos13101684
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[30]
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Analog Ensemble Forecasting System for Low-Visibility Conditions over the Main Airports of Morocco
Atmosphere,
2022
DOI:10.3390/atmos13101704
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[31]
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DMRVisNet: Deep Multihead Regression Network for Pixel-Wise Visibility Estimation Under Foggy Weather
IEEE Transactions on Intelligent Transportation Systems,
2022
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[32]
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Application of deep learning to multivariate aviation weather forecasting by long short-term memory
Journal of Intelligent & Fuzzy Systems,
2022
DOI:10.3233/JIFS-223183
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[33]
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A Transfer Learning Method for Meteorological Visibility Estimation Based on Feature Fusion Method
Applied Sciences,
2021
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Experimental Evaluation of PSO Based Transfer Learning Method for Meteorological Visibility Estimation
Atmosphere,
2021
DOI:10.3390/atmos12070828
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[35]
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Research on Airport Target Recognition under Low-Visibility Condition Based on Transfer Learning
International Journal of Aerospace Engineering,
2021
DOI:10.1155/2021/9979630
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[36]
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Visibility detection and prediction of foggy highway based on lane line detection and Winters additive model
2021 40th Chinese Control Conference (CCC),
2021
DOI:10.23919/CCC52363.2021.9549291
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[37]
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LSTM-Based Visibility Detection for Airport Images in Time Series
2021 40th Chinese Control Conference (CCC),
2021
DOI:10.23919/CCC52363.2021.9550626
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[38]
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Advances in Tourism, Technology and Systems
Smart Innovation, Systems and Technologies,
2021
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Meteorology Visibility Estimation by Using Multi-Support Vector Regression Method
Journal of Advances in Information Technology,
2020
DOI:10.12720/jait.11.2.40-47
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Multimodal Deep Fusion Network for Visibility Assessment With a Small Training Dataset
IEEE Access,
2020
DOI:10.1109/ACCESS.2020.3031283
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Intelligent Computing, Information and Control Systems
Advances in Intelligent Systems and Computing,
2020
DOI:10.1007/978-3-030-30465-2_28
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A comparison of datamining tools for geo-spatial estimation of visibility from AROME-Morocco model outputs in regression framework
2020 IEEE International conference of Moroccan Geomatics (Morgeo),
2020
DOI:10.1109/Morgeo49228.2020.9121909
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[43]
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Research on the long-term and short-term forecasts of navigable river’s water-level fluctuation based on the adaptive multilayer perceptron
Journal of Hydrology,
2020
DOI:10.1016/j.jhydrol.2020.125285
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Forecasting Atmospheric Visibility Using Auto Regressive Recurrent Neural Network
2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI),
2020
DOI:10.1109/IRI49571.2020.00037
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[45]
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Multi-step LSTM Prediction Model for Visibility Prediction
2020 International Joint Conference on Neural Networks (IJCNN),
2020
DOI:10.1109/IJCNN48605.2020.9206744
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[46]
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Visibility Prediction Based on Kilometric NWP Model Outputs Using Machine-Learning Regression
2018 IEEE 14th International Conference on e-Science (e-Science),
2018
DOI:10.1109/eScience.2018.00048
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