Results 31 to 40 of about 52,631 (263)
Method for Analyzing AIS Data and Determination of Simultaneously Ships Passage via Strait of Split [PDF]
TransNav, 2018 The traffic density is a basic characteristic of marine traffic for some navigational area. In the case of narrow channels such as Strait of Split (Splitska vrata), apart from the traffic density, the number of simultaneous ship passages is also ...
Mihaela BukljaŁ +2 more
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Data science and AI in FinTech: An overview [PDF]
SSRN Electronic Journal, 2021 Financial technology (FinTech) has been playing an increasingly critical role in driving modern economies, society, technology, and many other areas. Smart FinTech is the new-generation FinTech, largely inspired and empowered by data science and new-generation AI and (DSAI) techniques.
Longbing Cao +2 more
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AIS Based Shipping Routes Using the Dijkstra Algorithm [PDF]
TransNav, 2019 This paper proposes an approach for identifying and characterizing shipping routes using information contained in Automatic Identification System messages broadcasted by ships and recorded by the coastal Vessel Traffic Service centre.
Pedro Silveira +2 more
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Estimation of Shipment Size in Seaborne Iron Ore Trade [PDF]
TransNav, 2019 Shipment size is unavailable and important in AIS-based trade volume estimates. A method of shipment size estimates based on AIS (Automatic Identification System) data and BP neural network is proposed. The ship's length, width, designed draught, current
Xinyue Zhou, Qinyou Hu
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Integration of Elliptical Ship Domains and Velocity Obstacles for Ship Collision Candidate Detection [PDF]
TransNav, 2019 The maritime shipping industry has been making significant contributions to the development of the regional and global economy. However, maritime accidents and their severe consequences have been posing an incrementing risk to the individuals and ...
Pengfei Chen +2 more
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A Study of Correlation between Fishing Activity and AIS Data by Deep Learning [PDF]
TransNav, 2020 Previous researches on the prediction of fishing activities mainly rely on the speed over ground (SOG) as the referential attribute to determine whether the vessel is navigating or in fishing operation.
Kuan Yu Shen +3 more
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Pervasive Data Science and AI [PDF]
IEEE Pervasive Computing, 2019 Recent years have seen an explosion in the use of data science and AI as a central tenant in numerous computing applications, products, research, and innovation. Examples of the success of data science abound—applying new machine-learning techniques to problems such as vision and speech recognition and translation has achieved commonplace levels of ...
Nigel Davies 0001 +2 more
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Classifying Ship Encounters to Monitor Traffic Safety on the North Sea from AIS Data [PDF]
TransNav, 2015 In studies for the Dutch Ministry of Infrastructure and the Environment, MARIN has developed methods to classify ship encounters on the North Sea from AIS data.
Erwin van Iperen
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The 2024 ACM Conference on Fairness Accountability and TransparencyThis paper presents a set of intersectional feminist principles for conducting equitable, ethical, and sustainable AI research. In Data Feminism (2020), we offered seven principles for examining and challenging unequal power in data science. Here, we present a rationale for why feminism remains deeply relevant for AI research, rearticulate the original
Lauren F. Klein, Catherine D'Ignazio
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Algorithms for Ship Movement Prediction for Location Data Compression [PDF]
TransNav, 2015 Due to safety reasons, the movement of ships on the sea, especially near the coast should be tracked, recorded and stored. However, the amount of vessels which trajectories should be tracked by authorized institutions, often in real time, is usually huge.
Agnieszka Czapiewska, Jaroslaw Sadowski
doaj +1 more source