57 Citations
A SpatialāTemporal Network Perspective for the Propagation Dynamics of Air Traffic Delays
- Computer Science
- 2021
Tracing the spatialātemporal evolution dynamics of air traffic systems using graph theories
- Computer ScienceInt. J. Intell. Syst.
- 2022
It is found that the structures and traffic mobilities of the American air traffic systems do not evolve significantly over time, which leads to the stable distributions of the traffic delays as evidenced by a causality analysis.
Recurrence in the evolution of air transport networks
- BusinessScientific reports
- 2021
A framework for analyzing evolution patterns in temporal networks in discrete time from the viewpoint of recurrence is proposed and is useful for revealing, for example, evolution of airline alliances and responses to natural disasters or infectious diseases, as well as characterizing evolution of social, biological, and other networks over time.
Topology and robustness analysis of temporal air transport network
- Computer ScienceSAC
- 2020
This work develops and demonstrates an approach to characterize the robustness of temporal ATN, and encompasses a real scenario of ATN representation and contributes to the study of directed and temporal networks.
Temporal networks: a review and opportunities for infrastructure simulation
- Computer ScienceSustainable and Resilient Infrastructure
- 2020
The study highlights the fact that considering the time dimension insimulating complex networks is a relatively new research field that presents new research frontiers for breakthrough opportunities in simulating complex interdependent infrastructure networks.
Dynamics of the US domestic airline network during the COVID-19 pandemic
- Business
- 2022
The ongoing COVID-19 pandemic has had serious impacts on the airline industry. Ensuring that aviation policies in emergent situations both guarantee network connectivity and maintain competitionā¦
A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016
- Computer ScienceJournal of Transportation Security
- 2021
The results suggest that although the U.S. air transportation networkās ability to sustain its operational level under extreme circumstances has lately improved, its tolerance to targeted attacks has deteriorated, and the method proposed has shown its potential to be applied on different network levels or different transportation networks, in order to provide a general perspective of the systemās vulnerabilities.
Revealing the component structure of the world air transportation network
- Computer ScienceAppl. Netw. Sci.
- 2021
The proposed component structure is a new mesoscopic model called the component structure that decomposes the network into local and global components that highlights regional differences, and captures the efficiency of inter-regional travel.
High-Order Community Detection in the Air Transport Industry: A Comparative Analysis among 10 Major International Airlines
- BusinessApplied Sciences
- 2021
Community detection in a complex network is an ongoing field. While the air transport network has gradually formed as a complex system, the topological and geographical characteristics of airlineā¦
References
SHOWING 1-10 OF 67 REFERENCES
Modelling the air transport with complex networks: A short review
- Computer Science
- 2013
This paper discusses possible networks that can be defined for the air transport and focuses on networks of airports connected by flights, reviewing several papers investigating the topology of these networks and their dynamics for time scales ranging from years to intraday intervals.
The accelerated growth of the worldwide air transportation network
- Computer Science
- 2013
To the knowledge, this is the first study to determine that the degree distribution of the worldwide air transportation network is non-stationary and is subject to densification and accelerated growth, respectively.
Temporal evolution analysis of the European air transportation system: air navigation route network and airport network
- Business, Computer Science
- 2015
The goal of this research is to study the temporal evolution of the European air transportation system and it is found that hub nodes existing in both network layers are potentially bottlenecks of the network.
The role of the airline transportation network in the prediction and predictability of global epidemics
- Computer ScienceProceedings of the National Academy of Sciences of the United States of America
- 2006
A stochastic computational framework for the forecast of global epidemics that considers the complete worldwide air travel infrastructure complemented with census population data and defines a set of quantitative measures able to characterize the level of heterogeneity and predictability of the epidemic pattern.
Network Analysis of US Air Transportation Network
- Computer ScienceData Mining for Social Network Data
- 2010
This analysis offers direct confirmation for the existence of preferential attachment in the air transportation network and concludes that both an aging effect and preferential attachment are the two mechanisms driving the network evolution.
Characterization of Delay Propagation in the US Air-Transportation Network
- Computer Science
- 2013
This work analyzes flight performance data in 2010 and studies the topological structure of the network as well as the aircraft rotation, finding that the distributions are robust to changes in takeoff or landing operations, different moments of the year, or even different airports in the contiguous states.
Phase changes in delay propagation networks
- Physics
- 2016
The analysis of the dynamics of delays propagation is one of the major topics inside Air Transport Management research. Delays are generated by the elements of the system, but their propagation is aā¦
Systemic delay propagation in the US airport network
- Computer ScienceScientific reports
- 2013
There is a non-negligible risk of systemic instability even under normal operating conditions and passenger and crew connectivity is identified as the most relevant internal factor contributing to delay spreading.
Evolution-based modelling of complex airport networks
- Business
- 2011
This paper presents a time-series model of the United States Airport Network as a directed, weighted network, with the weight representing the total number of passengers flying from an origin to aā¦