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Cited by 82 publications
(35 citation statements)
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“…Lately, Attention networks [25] has gained much interest in the deep learning community and [26][27][28] have implemented Attention in the schema of trajectory prediction. Refs.…”
Section: Related Workmentioning
confidence: 99%
“…Lately, Attention networks [25] has gained much interest in the deep learning community and [26][27][28] have implemented Attention in the schema of trajectory prediction. Refs.…”
Section: Related Workmentioning
confidence: 99%
“…The work in [15] is an example. Recently, a large amount of real-time AIS data have been accumulated, and research using these data is being actively conducted [16]. AIS data are used in a variety of fields, but the parts relevant to this study can be divided into three categories.…”
Section: Introductionmentioning
confidence: 99%
“…Therefore, the data-based navigation pattern analysis and the collision risk assessment of ships are considered to be crucial for control tasks to ensure an accurate situation assessment during the decisionmaking process by a VTSO. There have been numerous studies on various strategies to 2 of 14 enable a VTSO to make optimal decisions within the monitoring area, as presented in Table A1 [4][5][6][7][8][9][10][11][12].…”
Section: Introductionmentioning
confidence: 99%
“…Existing studies largely classify ship prediction models as regional ship trajectory prediction models [6,9,11,12] and regional ship collision risk index prediction models [4,5,7,8,10], which are based on automatic identification system (AIS) maritime traffic data. Regional ship trajectory prediction models determine ship trajectories from ship-dense hotspots and learn these trajectories using neural networks; the learned models are then applied to ships operating in the region to predict navigation routes.…”
Section: Introductionmentioning
confidence: 99%
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