A distributed spatial method for modeling maritime routes

D Zissis, K Chatzikokolakis, G Spiliopoulos… - IEEE …, 2020 - ieeexplore.ieee.org
In this work we propose a novel spatial knowledge discovery pipeline capable of
automatically unravelling the “roads of the sea” and maritime traffic patterns by analysing …

Multiple Ornstein–Uhlenbeck processes for maritime traffic graph representation

P Coscia, P Braca, LM Millefiori… - … on Aerospace and …, 2018 - ieeexplore.ieee.org
We propose an unsupervised procedure to automatically extract a graph-based model of
commercial maritime traffic routes from historical Automatic Identification System (AIS) data …

Space-based global maritime surveillance. Part II: Artificial intelligence and data fusion techniques

G Soldi, D Gaglione, N Forti… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
Maritime surveillance (MS) is of paramount importance for search and rescue operations,
fishery monitoring, pollution control, law enforcement, migration monitoring, and national …

Visual analytic based ship collision probability modeling for ship navigation safety

Ü Öztürk, HA Boz, S Balcisoy - Expert Systems with Applications, 2021 - Elsevier
This study presents a tangible visual analytic tool to analyse maritime traffic in spatio-
temporal basis using AIS data. This novel approach helps in understanding the macroscopic …

Visual analytics approach to vessel behaviour analysis

L Jin, Z Luo, S Gao - The Journal of Navigation, 2018 - cambridge.org
Vessel behaviour analysis plays an important role in maritime situational awareness.
However, available technology still provides only limited approaches to vessel behaviour …

Scalable distributed change detection and its application to maritime traffic

LM Millefiori, P Braca, G Arcieri - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Building on a novel methodology based on the Ornstein-Uhlenbeck (OU) process to perform
accurate long-term predictions of future positions of ships at sea, we present a statistical …

Critical Analysis on the Challenges of Product Distribution in Global Infrastructure and Value-Added Systems in Logistics and Supply Chain Management

H MacLennan, EJ Lewis, J Roman - Evolution of Cross-Sector Cyber …, 2024 - igi-global.com
In this critical analysis, the focus is on the nation's maritime port operations and international
mode of transportation for Fixing America's Surface Transportation (FAST) Act of 2015 …

Artificial Intelligence Incorporated in Business Analytics and Blockchain to Enhance Security

M Rath, SS Tripathy, N Tripathy… - Computational …, 2023 - taylorfrancis.com
Implementing statistical models for business analysis and prediction systems has achieved
great success in business platforms. The high computational power of business intelligence …

Εμπλουτισμός βάσης δεδομένων με AIS μηνύματα και στατιστικά κίνησης λιμένα

Ι Μουταφίδη - 2018 - dione.lib.unipi.gr
Ένα ενδιαφέρον πεδίο έρευνας στα ναυτιλιακά πληροφοριακά συστήματα είναι η διαχείριση,
επεξεργασία και η ανάλυση των χωροχρονικών δεδομένων που παρέχουν τα μηνύματα των …

[引用][C] A data-driven methodology for maritime Patterns of Life discovery

K Chatzikokolakis, D Zissis, G Spiliopoulos… - ICT Solutions and …, 2021 - IET