References
- AhmadBeygi, Shervin, Amy Cohn, Yihan Guan, and Peter Belobaba. 2008. “Analysis of the Potential for Delay Propagation in Passenger Airline Networks.” Journal of air Transport Management 14 (5): 221–236.
- Arenas, Alex, Jordi Duch, Alberto Ferńandez, and Sergio G´omez. 2007. “Size Reduction of Complex Networks Preserving Modularity.” New Journal of Physics 9 (6): 176.
- Barrat, Alain, Marc Barthelemy, Romualdo Pastor-Satorras, and Alessandro Vespignani. 2004. “The Architecture of Complex Weighted Networks.” Proceedings of the National Academy of Sciences 101 (11): 3747–3752.
- Beatty, Roger, Rose Hsu, Lee Berry, and James Rome. 1999. “Preliminary Evaluation of Flight Delay Propagation Through an Airline Schedule.” Air Traffic Control Quarterly 7 (4): 259–270.
- Brown, Gavin, Adam Pocock, Ming-Jie Zhao, and Mikel Luj´an. 2012. “Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection.” Journal of Machine Learning Research 13: 27–66.
- Campanelli, Bruno, Pablo Fleurquin, Andŕes Arranz, Izaro Etxebarria, Carla Ciruelos, V´ıctor M Egúıluz, and Jośe J Ramasco. 2016. “Comparing the Modeling of Delay Propagation in the US and European Air Traffic Networks.” Journal of Air Transport Management 56: 12–18.
- Campanelli, B., P. Fleurquin, V. M. Egúıluz, J. J. Ramasco, A. Arranz, I. Etxebarria, and C. Ciruelos. 2014. “Modeling Reactionary Delays in the European air Transport Network.” In Proceedings of the Fourth SESAR Innovation Days, edited by D. Schaefer, 1–6. Madrid.
- Cook, Andrew J., and Graham Tanner. 2011. European Airline Delay Cost Reference Values. EUROCONTROL Performance Review Unit. 1–20.
- Cook, Andrew, Graham Tanner, and Massimiliano Zanin. 2013. “Towards Superior air Transport Performance Metrics–Imperatives and Methods.” Journal of Aerospace Operations 2 (1-2): 3–19.
- Daqing, Li, Jiang Yinan, Kang Rui, and Shlomo Havlin. 2014. “Spatial Correlation Analysis of Cascading Failures: Congestions and Blackouts.” Scientific Reports 4: 5381.
- Du, Wen-Bo, Ming-Yuan Zhang, Yu Zhang, Xian-Bin Cao, and Jun Zhang. 2018. “Delay Causality Network in Air Transport Systems.” Transportation Research Part E: Logistics and Transportation Review 118: 466–476.
- Duytschaever, D. I. R. K. 1993. “The Development and Implementation of the Eurocontrol Central air Traffic Flow Management Unit (CFMU).” The Journal of Navigation 46 (3): 343–352.
- Evler, Jan, Michael Schultz, Hartmut Fricke, and A. J. Cook. 2020. “Development of Stochastic Delay Cost Functions.” 10th SESAR Innovation Days.
- Faes, Luca, Giandomenico Nollo, and Alberto Porta. 2011. “Information-based Detection of Nonlinear Granger Causality in Multivariate Processes via a Nonuniform Embedding Technique.” Physical Review E 83 (5): 051112.
- Fleurquin, Pablo, Jośe J Ramasco, and Victor M Eguiluz. 2013. “Systemic Delay Propagation in the US Airport Network.” Scientific Reports 3: 1159.
- Granger, Clive WJ. 1969. “Investigating Causal Relations by Econometric Models and Crossspectral Methods.” Econometrica: Journal of the Econometric Society, 37 (3): 424–438.
- Guimera, Roger, Stefano Mossa, Adrian Turtschi, and L. A. Nunes Amaral. 2005. “The Worldwide air Transportation Network: Anomalous Centrality, Community Structure, and Cities’ Global Roles.” Proceedings of the National Academy of Sciences 102 (22): 7794–7799.
- Güvercin, Mehmet, Nilgun Ferhatosmanoglu, and Bugra Gedik. 2020. “Forecasting Flight Delays Using Clustered Models Based on Airport Networks.” IEEE Transactions on Intelligent Transportation Systems 22 (5): 3179–3189.
- Han, Min, Weijie Ren, Meiling Xu, and Tie Qiu. 2018. “Nonuniform State Space Reconstruction for Multivariate Chaotic Time Series.” IEEE Transactions on Cybernetics 49 (5): 1885–1895.
- Hao, Lu, Mark Hansen, Yu Zhang, and Joseph Post. 2014. “New York, New York: Two Ways of Estimating the Delay Impact of New York Airports.” Transportation Research Part E: Logistics and Transportation Review 70: 245–260.
- Jetzki, Martina. 2009. “The Propagation of air Transport Delays in Europe.” Master’s thesis, RWTH Aachen University, Airport and Air Transportation Research.
- Jia, Ziyu, Youfang Lin, Zehui Jiao, Yan Ma, and Jing Wang. 2019. “Detecting Causality in Multivariate Time Series via Non-Uniform Embedding.” Entropy 21 (12): 1233.
- Jia, Ziyu, Youfang Lin, Yunxiao Liu, Zehui Jiao, and Jing Wang. 2020. “Refined Nonuniform Embedding for Coupling Detection in Multivariate Time Series.” Physical Review E 101 (6): 062113.
- Kafle, Nabin, and Bo Zou. 2016. “Modeling Flight Delay Propagation: A New Analytical Econometric Approach.” Transportation Research Part B: Methodological 93: 520–542.
- Kugiumtzis, Dimitris. 2013. “Direct-coupling Information Measure from Nonuniform Embedding.” Physical Review E 87 (6): 062918.
- Kugiumtzis, Dimitris, and Vasilios K Kimiskidis. 2015. “Direct Causal Networks for the Study of Transcranial Magnetic Stimulation Effects on Focal Epileptiform Discharges.” International Journal of Neural Systems 25 (5): 1550006.
- Kugiumtzis, Dimitris, Christos Koutlis, Alkiviadis Tsimpiris, and Vasilios K Kimiskidis. 2017. “Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy.” International Journal of Neural Systems 27 (07): 1750037.
- Lan, Shan, John-Paul Clarke, and Cynthia Barnhart. 2006. “Planning for Robust Airline Operations: Optimizing Aircraft Routings and Flight Departure Times to Minimize Passenger Disruptions.” Transportation Science 40 (1): 15–28.
- Latora, Vito, and Massimo Marchiori. 2001. “Efficient Behavior of Small-World Networks.” Physical Review Letters 87 (19): 198701.
- Lee, Jane, Lavanya Marla, and Alexandre Jacquillat. 2020. “Dynamic Disruption Management in Airline Networks Under Airport Operating Uncertainty.” Transportation Science 54 (4): 973–997.
- Maziarz, Mariusz. 2015. “A Review of the Granger-Causality Fallacy.” The Journal of Philosophical Economics: Reflections on Economic and Social Issues 8 (2): 86–105.
- Meng, Lingyun, and Xuesong Zhou. 2011. “Robust Single-Track Train Dispatching Model Under a Dynamic and Stochastic Environment: A Scenario-Based Rolling Horizon Solution Approach.” Transportation Research Part B: Methodological 45 (7): 1080–1102.
- Meyer, Patrick E, and Gianluca Bontempi. 2006. “On the use of Variable Complementarity for Feature Selection in Cancer Classification.” In Workshops on Applications of Evolutionary Computation, 91–102. Springer.
- Montalto, Alessandro, Luca Faes, and Daniele Marinazzo. 2014. “MuTE: A MATLAB Toolbox to Compare Established and Novel Estimators of the Multivariate Transfer Entropy.” PloS one 9 (10): e109462.
- Newman, Mark EJ. 2002. “Assortative Mixing in Networks.” Physical Review Letters 89 (20): 208701.
- Newman, Mark EJ. 2004. “Fast Algorithm for Detecting Community Structure in Networks.” Physical Review E 69 (6): 066133.
- Opsahl, Tore, Vittoria Colizza, Pietro Panzarasa, and Jose J Ramasco. 2008. “Prominence and Control: The Weighted Rich-Club Effect.” Physical Review Letters 101 (16): 168702.
- Papana, Angeliki, Catherine Kyrtsou, Dimitris Kugiumtzis, and Cees Diks. 2017a. “Assessment of Resampling Methods for Causality Testing: A Note on the US Inflation Behavior.” PloS One 12 (7): e0180852.
- Papana, Angeliki, Catherine Kyrtsou, Dimitris Kugiumtzis, and Cees Diks. 2017b. “Financial Networks Based on Granger Causality: A Case Study.” Physica A: Statistical Mechanics and its Applications 482: 65–73.
- Peng, Hanchuan, Fuhui Long, and Chris Ding. 2005. “Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy.” IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (8): 1226–1238.
- Vinh, Nguyen Xuan, Shuo Zhou, Jeffrey Chan, and James Bailey. 2016. “Can High-Order Dependencies Improve Mutual Information Based Feature Selection?” Pattern Recognition 53: 46–58.
- Wang, Yan-Jun, Ya-Kun Cao, Chen-Ping Zhu, Fan Wu, Ming-Hua Hu, Baruch Barzel, and H. E. Stanley. 2017. “Characterizing Departure Delays of Flights in Passenger Aviation Network of United States.” arXiv preprint arXiv:1701.05556.
- Wang, Yanjun, Yakun Cao, Chenping Zhu, Fan Wu, Minghua Hu, Vu Duong, Michael Watkins, Baruch Barzel, and H. Eugene Stanley. 2020. “Universal Patterns in Passenger Flight Departure Delays.” Scientific Reports 10 (1): 1–10.
- Wang, Yanjun, Hongfeng Zheng, Fan Wu, Jun Chen, and Mark Hansen. 2020. “A Comparative Study on Flight Delay Networks of the USA and China.” Journal of Advanced Transportation 2020.
- Watts, Duncan J, and Steven H Strogatz. 1998. “Collective Dynamics of ‘Small-World’networks.” Nature 393 (6684): 440–442.
- Wibral, Michael, Raul Vicente, and Joseph T Lizier. 2014. Directed Information Measures in Neuroscience. Berlin: Springer.
- Wolf, Alan, Jack B Swift, Harry L Swinney, and John A Vastano. 1985. “Determining Lyapunov Exponents from a Time Series.” Physica D: Nonlinear Phenomena 16 (3): 285–317.
- Wu, Cheng-Lung, and Kristie Law. 2019. “Modelling the Delay Propagation Effects of Multiple Resource Connections in an Airline Network Using a Bayesian Network Model.” Transportation Research Part E: Logistics and Transportation Review 122: 62–77.
- Wuellner, Daniel R, Soumen Roy, and Raissa M D Souza. 2010. “Resilience and Rewiring of the Passenger Airline Networks in the United States.” Physical Review E 82 (5): 056101.
- Xiao, Yinhong, Yaoshuai Zhao, Ge Wu, and Yizhen Jing. 2020. “Study on Delay Propagation Relations among Airports Based on Transfer Entropy.” IEEE Access 8: 97103–97113.
- Yang, Howard Hua, and John Moody. 2000. “Data Visualization and Feature Selection: New Algorithms for Nongaussian Data.” In Advances in Neural Information Processing Systems, edited by Sara A. Solla , Todd K. Leen , and Klaus-Robert Müller, 687–693.
- Zanin, Massimiliano, Seddik Belkoura, and Yanbo Zhu. 2017. “Network Analysis of Chinese air Transport Delay Propagation.” Chinese Journal of Aeronautics 30 (2): 491–499.
- Zhang, Mingyuan, Xuting Zhou, Yu Zhang, Lijun Sun, Ming Dun, Wenbo Du, and Xianbin Cao. 2019. “Propagation Index on Airport Delays.” Transportation Research Record: Journal of the Transportation Research Board 2673 (8): 536–543.