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Human-in-the-loop: visual analytics for building models recognising behavioural patterns in time series
Detecting complex behavioral patterns in temporal data, such as moving object trajectories,
often relies on precise formal specifications derived from vague domain concepts. However …
often relies on precise formal specifications derived from vague domain concepts. However …
Maritime reporting systems
In recent years, numerous maritime systems track vessels while travelling across the
oceans. Ship reporting systems are used to provide, gather or exchange information through …
oceans. Ship reporting systems are used to provide, gather or exchange information through …
A hierarchical graph-based model for mobility data representation and analysis
Hierarchical representations of transportation networks should provide a better
understanding of mobility patterns and the underlying structures at various abstraction …
understanding of mobility patterns and the underlying structures at various abstraction …
Learning ship activity patterns in maritime data streams: enhancing cep rule learning by temporal and spatial relations and domain-specific functions
Maritime surveillance systems are of particular importance for the smooth and safe operation
of maritime traffic. Such systems must efficiently analyze the continuous stream of incoming …
of maritime traffic. Such systems must efficiently analyze the continuous stream of incoming …
Visual analytics of vessel movement
Visual analytics techniques support the process of data analysis, reasoning, and knowledge
building performed by a human analyst. The techniques combine interactive, human …
building performed by a human analyst. The techniques combine interactive, human …
Uncertainty handling for maritime route deviation
Detecting and classifying anomalies generally contributes to Maritime Situation Awareness
and highly benefits from the combination of multiple sources, as correlating their output …
and highly benefits from the combination of multiple sources, as correlating their output …
Online mobility tracking against evolving maritime trajectories
K Patroumpas - Guide to Maritime Informatics, 2021 - Springer
We examine techniques concerning mobility tracking over trajectories of vessels monitored
over a large maritime area. We focus particularly on maintaining summarized …
over a large maritime area. We focus particularly on maintaining summarized …
Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns
Results of automated detection of complex patterns in temporal data, such as trajectories of
moving objects, may be not good enough due to the use of strict pattern specifications …
moving objects, may be not good enough due to the use of strict pattern specifications …
Ship** economics and analytics
R Adland - Guide to Maritime Informatics, 2021 - Springer
In theory, spatial ship** data can be used to track variables that influence the supply or
demand for maritime transportation. In real applications, the limitations of using AIS data …
demand for maritime transportation. In real applications, the limitations of using AIS data …
Markov Logic meets Graph Neural Networks: A Study for Situational Awareness
V Nguyen - 2021 IEEE 24th International Conference on …, 2021 - ieeexplore.ieee.org
Situational awareness requires continual learning from observations and adaptive
reasoning from domain and contextual knowledge. The integration of reasoning and …
reasoning from domain and contextual knowledge. The integration of reasoning and …