2020
DOI: 10.38121/kpea.2020.06.36.2.53
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Forecasting the Container Volumes of Busan Port using LSTM

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Cited by 5 publications
(2 citation statements)
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“…As of 2019, Busan Port handles 21.91 million TEU of container traffic, maintaining its status as the world's fifth largest container port. In particular, the new port of Busan has become Korea's largest container port, handling 14.67 million TEU of container traffic in 2018 [17]. Currently, the five TOCs operated in the new port of Busan are partial automated terminals that operate only yard cranes in an unmanned manner.…”
Section: Act Layout For Analysismentioning
confidence: 99%
“…As of 2019, Busan Port handles 21.91 million TEU of container traffic, maintaining its status as the world's fifth largest container port. In particular, the new port of Busan has become Korea's largest container port, handling 14.67 million TEU of container traffic in 2018 [17]. Currently, the five TOCs operated in the new port of Busan are partial automated terminals that operate only yard cranes in an unmanned manner.…”
Section: Act Layout For Analysismentioning
confidence: 99%
“…They also mentioned that these ML models can be applied in areas ranging from simple regression problems to image and voice recognition, language processing, and the medical industry. Moreover, studies have been conducted to detect oil spills using FNN (Kim and Kim, 2017) and to predict the path of a typhoon (Kim et al, 2019), as well as the volume of goods transported using LSTM (Kim and Lee, 2020). Jain and Deo (2006) presented previous studies that have utilized FNN in the field of ocean engineering.…”
Section: Introductionmentioning
confidence: 99%