A novel passenger flow prediction model using deep learning methods, Transportation Research Part C: Emerging Technologies, vol.84, pp.74-91, 2017. ,
A novel wavelet-svm short-time passenger flow prediction in beijing subway system, Neurocomputing, vol.166, pp.109-121, 2015. ,
Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networks, Transportation Research Part C: Emerging Technologies, vol.21, pp.148-162, 2012. ,
Short-term forecasting of air passenger by using hybrid seasonal decomposition and least squares support vector regression approaches, Journal of Air Transport Management, vol.37, pp.20-26, 2014. ,
Improved grey prediction models for the trans-pacific air passenger market, Transportation planning and Technology, vol.22, issue.2, pp.87-107, 1998. ,
Traffic flow prediction using kalman filtering technique, Procedia Engineering, vol.187, pp.582-587, 2017. ,
Modeling and forecasting vehicular traffic flow as a seasonal arima process: Theoretical basis and empirical results, Journal of transportation engineering, vol.129, issue.6, pp.664-672, 2003. ,
Short-term traffic flow prediction using seasonal arima model with limited input data, European Transport Research Review, vol.7, issue.3, p.21, 2015. ,
Security checkpoint optimizer (sco): an application for simulating the operations of airport security checkpoints, Proceedings of the 38th conference on Winter simulation. Winter Simulation Conference, pp.529-535, 2006. ,
Improving airport security screening checkpoint operations in the us via paced system design, Journal of Air Transport Management, vol.17, issue.2, pp.62-67, 2011. ,
Virtual queuing at airport security lanes, European Journal of Operational Research, vol.225, issue.1, pp.153-165, 2013. ,
Adaptive and learning systems for signal processing, communications, and control, 1998. ,
The elements of statistical learning: data mining, inference and prediction, The Mathematical Intelligencer, vol.27, issue.2, pp.83-85, 2005. ,
The nature of statistical learning theory, Springer science & business media, 2013. ,
Learning long-term dependencies with gradient descent is difficult, IEEE transactions on neural networks, vol.5, issue.2, pp.157-166, 1994. ,
Learning to forget: Continual prediction with lstm, 1999. ,
Long short-term memory, Neural computation, vol.9, issue.8, pp.1735-1780, 1997. ,
Adam: A method for stochastic optimization, 2014. ,
Scikit-learn: Machine Learning in Python, Machine Learning in Python, 2011. ,
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