Search Results - subject:"AIS data"

Effect of fuel prices on sailing speeds in short-sea shipping

Ollila, Saana; Merkel, Axel; Börjesson, Maria Bratt - In: Applied economics 57 (2025) 33, pp. 4938-4954

Persistent link: https://www.econbiz.de/10015443128

Quantifying the impact of Typhoon Phanfone on Philippine port activity using automatic identification system data

Pundit, Madhavi; Sin, Immanuel; Magnata, Paolo; … - 2025

speed and location worldwide. This case study leverages high frequency AIS data to analyze the impact of typhoons on port … using AIS data over a 2-year period for the Philippines and its top trade partners. A Bayesian structural time series model … analytical framework that harnesses the potential of AIS data provides policymakers and stakeholders with a tool for near real …

Persistent link: https://www.econbiz.de/10015595944

Harnessing the power of machine learning for AIS data-driven maritime research : a comprehensive review

Yang, Ying; Liu, Yang; Zhang, Zekun - In: Transportation research : an international journal 183 (2024), pp. 1-17

Persistent link: https://www.econbiz.de/10015078088

Quantifying the impact of Typhoon Phanfone on Philippine port activity using automatic identification system data

Pundit, Madhavi; Sin, Immanuel; Magnata, Paolo; … - 2025

Persistent link: https://www.econbiz.de/10015576701

AIS-based framework for analyzing the impacts of passageway disruptions

Chico, Cherryl; Reyes, Ed Kieran C.; Mariasingham, … - In: Economics of disasters and climate change 8 (2024) 3, pp. 489-511

Persistent link: https://www.econbiz.de/10015078686

Deep bi-directional information-empowered ship trajectory prediction for maritime autonomous surface ships

Li, Huanhuan; Xing, Wenbin; Jiao, Hang; Yang, Zaili; Li, Yan - In: Transportation research : an international journal 181 (2024), pp. 1-31

Persistent link: https://www.econbiz.de/10014462613

Bi-directional information fusion-driven deep network for ship trajectory prediction in intelligent transportation systems

Li, Huanhuan; Xing, Wenbin; Jiao, Hang; Yuen, Kum Fai; … - In: Transportation research : an international journal 192 (2024), pp. 1-38

Persistent link: https://www.econbiz.de/10015443174

A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis

Rawson, Andrew; Brito, Mario - In: Transport reviews : a transnational transdisciplinary … 43 (2023) 1, pp. 108-130

Persistent link: https://www.econbiz.de/10014231158

Comparative evaluation of VAE-based monitoring statistics for real-time anomaly detection in AIS data

Oh, YongKyung; Yoon, Kwonin; Park, Jaemin; Kim, Sungil - In: Maritime policy & management 52 (2025) 4, pp. 609-626

Persistent link: https://www.econbiz.de/10015442101

Performance evaluation of low-carbon development at key nodes in the maritime supply chain

Chen, Weijie; Zhang, Weipan; Chen, Jihong; Wu, Xianhua; … - In: International journal of logistics : research and … 28 (2025) 12, pp. 1522-1545

Persistent link: https://www.econbiz.de/10015552648