Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey

Z ** data-driven financial inclusiveness
R Sulastri, M Janssen, I van de Poel, A Ding - Government Information …, 2024 - Elsevier
Digitalization and datafication of financial systems result in more efficiency, but might also
result in the exclusions of certain groups. Governments are looking for ways to increase …

Real-time maritime anomaly detection: Detecting intentional AIS switch-off

I Kontopoulos, K Chatzikokolakis… - … Journal of Big …, 2020 - inderscienceonline.com
Today, most of the maritime surveillance systems rely on the automatic identification system
(AIS), which is compulsory for vessels of specific categories to carry. Anomaly detection …

Enhancing maritime cybersecurity through operational technology sensor data fusion: A comprehensive survey and analysis

G Potamos, E Stavrou, S Stavrou - Sensors, 2024 - mdpi.com
Cybersecurity is becoming an increasingly important aspect in ensuring maritime data
protection and operational continuity. Ships, ports, surveillance and navigation systems …

Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics

Z Fang, L Chen, Y Gao, L Pan, CS Jensen - The VLDB Journal, 2021 - Springer
With the explosive use of GPS-enabled devices, increasingly massive volumes of trajectory
data capturing the movements of people and vehicles are becoming available, which is …

Countering real-time stream poisoning: An architecture for detecting vessel spoofing in streams of AIS data

I Kontopoulos, G Spiliopoulos, D Zissis… - 2018 IEEE 16th Intl …, 2018 - ieeexplore.ieee.org
Well poisoning is an ancient war stratagem which was frequently used as a" scorched earth
tactic". Today this tactic has been adapted by malicious attackers to the digital world and …

A big data driven approach to extracting global trade patterns

G Spiliopoulos, D Zissis, K Chatzikokolakis - Mobility Analytics for Spatio …, 2018 - Springer
Unlike roads, ship** lanes are not carved in stone. Their size, boundaries and content
vary over space and time, under the influence of trade and carrier patterns, but also …

Combining taxi and social media data to explore urban mobility issues

DO Rodrigues, A Boukerche, TH Silva… - Computer …, 2018 - Elsevier
Sensor networks, connected vehicles and mobile devices are currently used as data
collectors in urban environments, data which can be used to better understand the cities' …