1 |
Clark, S. (2003). "Traffic predicting using multivariate nonparametric regression." Journal of Transportation Engineering, ASCE, Vol. 129, No. 2, pp. 161-168.
DOI
|
2 |
Davis, G. and Nihan, N. (1991). "Nonparametric regression and short-term freeway traffic forecasting." Journal of Transportation Engineering, ASCE, Vol. 117, No. 2, pp. 178-188.
DOI
|
3 |
Disbro, J. E. and Frame, M. (1989). "Traffic flow theory and chaotic behavior." New York State Department of Transportation Report FHWA/NY/SR-98/91, New York.
|
4 |
Kalman, R. E. (1960). "A new approach to linear filtering and prediction problems." Journal of Basic Engineering, ASME, Vol. 82, No. 1, pp. 35-45.
DOI
|
5 |
Karlsson, M. and Yakowitz, S. (1987). "Rainfall-runoff forecasting methods, old and new." Stochastic Hydrology and Hydraulics, Springer, Vol. 1, No. 4, pp. 303-318.
DOI
|
6 |
Mori, U., Mendiburu, A., Alvarez, M. and Locano, J. A. (2015). "A review of travel time etstimation and forecasting for advanced traveler information systems." Transportmetrica A: Transport Science, Taylor & Francis, Vol. 11, No. 2, pp. 119-157.
DOI
|
7 |
Mulhern, F. J. and Caprara, R. J. (1994). "A nearest neighbor model for forecasting market response." International Journal of Forecasting, Elsevier, Vol. 10, No. 2, pp. 191-207.
DOI
|
8 |
Oswald, R. K., Scherer, W. T. and Smith B. (2000). "Traffic flow forecasting using approximate Nearest Neighbor Nonparametric regression." A research project report for U.S. DOT University transportation center.
|
9 |
Robinson, P. (1983). "Nonparametric estimators for time series." Journal of Time Series Analysis, Wiley, Vol. 4, No. 3, pp. 185-207.
DOI
|
10 |
Smith, B. L. and Demetsky, M. J. (1996). "Multiple-interval freeway traffic flow forecasting." Transportation Research Record, TRB, Issue 1554, pp. 136-141.
DOI
|
11 |
Smith, B. L. and Demetsky, M. J. (1997). "Traffic flow forecasting: Comparison of Modeling Approaches." Journal of Transportation Engineering, ASCE, Vol. 123, No. 4, pp. 261-266.
DOI
|
12 |
Smith, B. L. and Oswald, R. K. (2003). "Meeting real time traffic flow forecasting requirements with imprecise computations." Computer-Aided Civil Infrastructure Engineering, Wiley, Vol. 18, No. 3, pp. 201-213.
DOI
|
13 |
Smith, B. L., Williams, B. M. and Oswald, R. K. (2002). "Comparison of parametric and nonparametric models for traffic flow forecasting." Transportation Research Part C, Elsevier, Vol. 10, No. 4, pp. 303-321.
DOI
|
14 |
Turochy, R. E. (2006). "Enhancing short-term traffic forecasting with traffic condition information." Journal of Transportation Engineering, ASCE, Vol. 132, No. 6, pp. 469-474.
DOI
|
15 |
Vlahogianni, E. I., Golias, J. C. and Karlaftis, M. G. (2004). "Short-term traffic forecasting: overview of objectives and methods." Transport Reviews, Taylor & Francis, Vol. 24, No. 5, pp. 533-557.
|
16 |
Vlahogianni, E. I., Karlaftis, M. G. and Golias, J. C. (2005). "Optimized and meta-optimized neural networks for short-term traffic flow prediction: a genetic approach." Transportation Research Part C, Elsevier, Vol. 13, No. 3, pp. 211-234.
DOI
|
17 |
Vlahogianni, E. I., Karlaftis, M. G. and Golias, J. C. (2006). "Statistical methods for detecting nonlinearity and non-stationarity in univariate short-term time-series of traffic volume." Transportation Research Part C, Elsevier, Vol. 14, No. 5, pp. 351-367.
DOI
|
18 |
Yoon, B. J. and Chang, H. H. (2014). "Potentialities of data-driven nonparametric regression in urban signalized traffic flow forecasting." Journal of Transportation Engineering, ASCE, Vol. 140, No. 2. DOI: 10.1061/(ASCE)TE.1943-5436.0000662.
DOI
|
19 |
Vlahogianni, E. I., Karlaftis, M. G. and Golias, J. C. (2014). "Short-term traffic forecasting: where we are and where we're going." Transportation Research Part C, Elsevier, Vol. 43, Part 1, pp. 3-19.
DOI
|
20 |
Yoon, B. J. (2011). "A study on the development of a technique to predict missing travel speed collected by taxi probe." Journal of the Korean Society of Civil Engineers, KSCE, Vol. 31, No. 1D, pp. 43-50 (in Korea).
|
21 |
Zheng, Z. and Su, D. (2014). "Short-term traffic forecasting: A k-nearest neighbor approach enhanced by constrained linearly sewing principle component algorithm." Transportation Research Part C, Elsevier, Vol. 43, Part 1, pp. 143-157.
DOI
|
22 |
Chang, H. H., Park, D. J., Lee, Y. I. and Yoon, B. J. (2012b). "Multiple time period imputation technique for multiple missing traffic variables: Nonparametric Regression Approach." Canadian Journal of Civil Engineering, NRC Research Press, Vol. 39, pp. 448-459.
DOI
|
23 |
Altman, N. S. (1992). "An introduction to kernel and nearestneighbor nonparametric regression." The American Statistician, Vol. 46, No. 3, pp. 175-185.
|
24 |
Chang, H. H., Lee, Y. I., Baek, S. K. and Yoon, B. J. (2012a). "Dynamic near- term traffic flow prediction: system-oriented approach based on past experiences." IET Intelligent Transport Systems, IEEE, Vol. 6, No. 3, pp. 292-305.
DOI
|
25 |
Chang, H. H., Park, D. J., Lee, S. J., Lee, H. S. and Baek, S. K. (2010). "Dynamic multi-interval bus travel time prediction using bus transit data." Transportmetrica. Taylor & Francis, Vol. 6, No. 1, pp. 19-38.
|