Traffic Flow Prediction Using Regression and Deep Learning Approach
暂无分享,去创建一个
[1] Ali Haghani,et al. Evaluating Moving Average Techniques in Short-Term Travel Time Prediction Using an AVI Data Set , 2010 .
[2] Eleni I. Vlahogianni,et al. Statistical methods versus neural networks in transportation research: Differences, similarities and some insights , 2011 .
[3] Yanru Zhang,et al. A gradient boosting method to improve travel time prediction , 2015 .
[4] Wang Yu-quan. Short-Term Traffic Flow Prediction Based on Combination of Predictive Models , 2013 .
[5] Li Song. Prediction for short-term traffic flow based on modified PSO optimized BP neural network , 2012 .
[6] Yajie Zou,et al. A Hybrid Method for Short-term Freeway Travel Time Prediction Based on Wavelet Neural Network and Markov Chain , 2018 .
[7] Moshe Levin,et al. ON FORECASTING FREEWAY OCCUPANCIES AND VOLUMES (ABRIDGMENT) , 1980 .
[8] J. Faraway. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models , 2005 .
[9] Zhonghui Chen,et al. Short-term traffic flow prediction with Conv-LSTM , 2017, 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP).
[10] Ridha Soua,et al. Improving Traffic Flow Prediction With Weather Information in Connected Cars: A Deep Learning Approach , 2016, IEEE Transactions on Vehicular Technology.
[11] H. V. van Zuylen,et al. Predicting Urban Arterial Travel Time with State-Space Neural Networks and Kalman Filters , 2006 .
[12] Billy M. Williams. Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling , 2001 .
[13] Daniel B. Fambro,et al. Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting , 1999 .
[14] Yang Zhang,et al. Traffic forecasting using least squares support vector machines , 2009 .
[15] I Okutani,et al. Dynamic prediction of traffic volume through Kalman Filtering , 1984 .
[16] Mascha C. van der Voort,et al. Combining kohonen maps with arima time series models to forecast traffic flow , 1996 .
[17] Joko Lianto Buliali,et al. Generalized Regression Neural Network for predicting traffic flow , 2016, 2016 International Conference on Information & Communication Technology and Systems (ICTS).
[18] Peter C. Y. Chen,et al. LSTM network: a deep learning approach for short-term traffic forecast , 2017 .
[19] Mo M. Jamshidi,et al. Constructing a Deep Regression Model Utilizing Cascaded Sparse Autoencoders and Stochastic Gradient Descent , 2016, 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA).
[20] Andreas Rosenblad,et al. J.J. Faraway: Extending the linear model with R: generalized linear, mixed effects and nonparametric regression models , 2009, Comput. Stat..