A survey on artificial intelligence (ai) and explainable ai in air traffic management: Current trends and development with future research trajectory

A Degas, MR Islam, C Hurter, S Barua, H Rahman… - Applied Sciences, 2022 - mdpi.com
Air Traffic Management (ATM) will be more complex in the coming decades due to the
growth and increased complexity of aviation and has to be improved in order to maintain …

Big data in public transportation: a review of sources and methods

TF Welch, A Widita - Transport reviews, 2019 - Taylor & Francis
The collection of big data, as an alternative to traditional resource-intensive manual data
collection approaches, has become significantly more feasible over the past decade. The …

Fiberclay: Sculpting three dimensional trajectories to reveal structural insights

C Hurter, NH Riche, SM Drucker… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visualizing 3D trajectories to extract insights about their similarities and spatial configuration
is a critical task in several domains. Air traffic controllers for example deal with large …

State of the art in edge and trail bundling techniques

A Lhuillier, C Hurter, A Telea - Computer Graphics Forum, 2017 - Wiley Online Library
Bundling techniques provide a visual simplification of a graph drawing or trail set, by
spatially grou** similar graph edges or trails. This way, the structure of the visualization …

A visualization and optimization of the impact of a severe weather disruption to an air transportation network

C Glass, L Davis, K Watkins-Lewis - Computers & Industrial Engineering, 2022 - Elsevier
The task of visualizing data becomes more challenging as the size and complexity of the
data increases. Specifically, for Air transportation networks, large data sets or Big Data …

CUBu: Universal real-time bundling for large graphs

M Van Der Zwan, V Codreanu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Visualizing very large graphs by edge bundling is a promising method, yet subject to several
challenges: speed, clutter, level-of-detail, and parameter control. We present CUBu, a …

Big data as a value generator in decision support systems: A literature review

G Grander, LF da Silva… - Revista de Gestão, 2021 - emerald.com
Purpose This paper aims to analyze how decision support systems manage Big data to
obtain value. Design/methodology/approach A systematic literature review was performed …

Analysis of air traffic control operational impact on aircraft vertical profiles supported by machine learning

CEV Gallego, VFG Comendador, FJS Nieto… - … research part C …, 2018 - Elsevier
Abstract The Air Traffic Management system is under a paradigm shift led by NextGen and
SESAR. The new trajectory-based Concept of Operations is supported by performance …

Diverse visualization techniques and methods of moving-object-trajectory data: A review

J He, H Chen, Y Chen, X Tang, Y Zou - ISPRS International Journal of …, 2019 - mdpi.com
Trajectory big data have significant applications in many areas, such as traffic management,
urban planning and military reconnaissance. Traditional visualization methods, which are …

Transport biofuels technological paradigm based conversion approaches towards a bio-electric energy framework

M Li, J Xu, H **e, Y Wang - Energy Conversion and Management, 2018 - Elsevier
The continuing dependence on fossil fuels and the rising energy use in the transport sector
have resulted in increased research into viable transport biofuels to mitigate climate change …