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A deep learning streaming methodology for trajectory classification
Due to the vast amount of available tracking sensors in recent years, high-frequency and
high-volume streams of data are generated every day. The maritime domain is no different …
high-volume streams of data are generated every day. The maritime domain is no different …
Data integrity assessment for maritime anomaly detection
In the last years, systems broadcasting mobility data underwent a rise in cyberthreats,
jeopardising their normal use and putting both users and their environment at risk. In this …
jeopardising their normal use and putting both users and their environment at risk. In this …
Composite event recognition for maritime monitoring
Maritime monitoring systems support safe ship** as they allow for the real-time detection
of dangerous, suspicious and illegal vessel activities. We present such a system using the …
of dangerous, suspicious and illegal vessel activities. We present such a system using the …
Trajectory mining and routing: A cross-sectoral approach
Trajectory data holds pivotal importance in the ship** industry and transcend their
significance in various domains, including transportation, health care, tourism, surveillance …
significance in various domains, including transportation, health care, tourism, surveillance …
Classification of vessel activity in streaming data
In this paper we motivate the need for real-time vessel behaviour classification and describe
in detail our event-based classification approach, as implemented in our real-world industry …
in detail our event-based classification approach, as implemented in our real-world industry …
Parallel online event calculus learning for complex event recognition
Logic-based event recognition systems infer occurrences of events in time using a set of
event definitions in the form of first-order rules. The Event Calculus is a temporal logic that …
event definitions in the form of first-order rules. The Event Calculus is a temporal logic that …
Use case design and big data analytics evaluation for fishing monitoring
This work reports on the maritime use case development and evaluation of the prototype of
the project Big Data Analytics for Time Critical Mobility Forecasting (datAcron), which was …
the project Big Data Analytics for Time Critical Mobility Forecasting (datAcron), which was …
Information fusion for maritime domain awareness: illegal fishing detection (poster)
K Trentelman, R Rafferty, A Saulwick… - 2019 IEEE Conference …, 2019 - ieeexplore.ieee.org
Illegal fishing poses an existential threat to global fisheries and is responsible for causing
significant damage and depletion to fish stocks, food security and national economies. We …
significant damage and depletion to fish stocks, food security and national economies. We …
Ontology-based design of experiments on big data solutions
Big data solutions are designed to cope with data of huge Volume and wide Variety, that
need to be ingested at high Velocity and have potential Veracity issues, challenging …
need to be ingested at high Velocity and have potential Veracity issues, challenging …
Modelling, Managing and Processing of Mobility Data in Urban Environment
H Noureddine - 2020 21st IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Novel approaches favouring the understanding of increasing volumes of location-based
data in both indoor and outdoor spaces are still required to cope with multi-modal and multi …
data in both indoor and outdoor spaces are still required to cope with multi-modal and multi …