Results 11 to 20 of about 28,203,158 (308)
There is no AI without data [PDF]
Communications of the ACM, 2021 Industry experiences on the data challenges of AI and the call for a data ecosystem for industrial enterprises.
openaire +2 more sources
Formal Safety Assessment (FSA) for Analysis of Ship Collision Using AIS Data [PDF]
TransNav, 2015 Currently, Maritime safety is the best issue in the world. International Maritime organization (IMO) have recommended FSA methodology to enhance maritime safety. In this paper, the research conducted in the Malacca Strait.
Muhammad Badrus Zaman +4 more
doaj +1 more source
Identifying and Analyzing Safety Critical Maneuvers from High Resolution AIS Data [PDF]
TransNav, 2016 We demonstrate the value in previously disregarded parameters in AIS data, and present a novel way of quickly identifying and characterizing potentially safety critical situations for vessels with a properly configured AIS transponder.
Thomas Mestl +2 more
doaj +1 more source
Ship Emission Inventories in Estuary of the Yangtze River Using Terrestrial AIS Data [PDF]
TransNav, 2016 Estuary forms a transition zone between inland river and open sea. In China, the estuary of the Yangtze River plays a vital role in connecting the inland and oversea shipping, and witnesses heavy vessel traffic in the recent decades.
Xin Yao +3 more
doaj +1 more source
Research Study and the Model for Improving the Safety of Navigation when Using the AIS [PDF]
TransNav, 2021 The use of the Automatic Identification System (AIS) devices for ensuring the safety of navigation and the errors occurring when using AIS equipment have been the focus of a number of research studies.
Dario Medic +3 more
doaj +1 more source
Probability of Ship on Collision Courses Based on the New PAW Using MMG Model and AIS Data [PDF]
TransNav, 2015 This paper proposes an estimation method for ships on collision courses taking crash astern maneuvers based on a new potential area of water (PAW) for maneuvering. A crash astern maneuver is an emergency option a ship can take when exposed to the risk of
I Putu Sindhu Asmara +3 more
doaj +1 more source
The Integrity of Information Received by Means of AIS During Anti-collision Manoeuvring [PDF]
TransNav, 2013 Radar and ARPA feature certain efficacy limitations due to weather conditions and target manoeuvres. Therefore, it appears rational to supplement the information derived from radar with additional information.
Andrzej Felski, Krzysztof Jaskolski
doaj +1 more source
Data Quality and Explainable AI
Journal of Data and Information Quality, 2020 In this work, we provide some insights and develop some ideas, with few technical details, about the role of explanations in Data Quality in the context of data-based machine learning models (ML). In this direction, there are, as expected, roles for causality, and explainable artificial intelligence
Leopoldo E. Bertossi, Floris Geerts
openaire +3 more sources
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
doaj +1 more source
Learning fishing information from AIS data [PDF]
, 2022 The Automatic Identification System (AIS) allows vessels to emit their position, speed and course while sailing. By international law, all larges vessels (e.g., bigger than 15m in Europe) are required to provide such data.
Pons Recasens, Gerard +3 more
core +1 more source