A study on the imputation solution for missing speed data on UTIS by using adaptive k-NN algorithm
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Kim, Eun-Jeong
(도로교통공단 교통과학연구원)
Bae, Gwang-Soo (도로교통공단 교통과학연구원) Ahn, Gye-Hyeong (도로교통공단 교통과학연구원) Ki, Yong-Kul (도로교통공단 교통과학연구원) Ahn, Yong-Ju (도로교통공단 교통과학연구원) |
1 | J. Y. Kim, Y. I. Lee, G. S. Baek, S. Namgung, "A Study on the Imputation for Missing Data in Dual-loop Vehicle Detector System", Journal of Korean Society of Transportation, vol. 24, no. 7, pp.27-40, Dec., 2006. 과학기술학회마을 |
2 | W. S. Yun, H. C. Jeong, "Missing Data Estimation for Link Travel Time", Journal of Korean Society of Transportation, vol. 26, no. 2, pp.101-107, Apr., 2008. 과학기술학회마을 |
3 | J. H. Yeon, H. M. Kim, C. Oh, W. G, Kim, "A Comprehensive Method to Impute Vehicle Trajectory Data Collected in Wireless Traffic Surveillance Environments", Journal of Korean Society of Transportation, vol. 27, no. 4, pp.175-181, Aug., 2009. 과학기술학회마을 |
4 | J. A. Ha, J. H. Park, S. H. Kim, "Missing Data Imputation Using Permanent Traffic Counts on National Highways", Journal of Korean Society of Transportation, vol. 25, no. 1, pp.121-132, Feb., 2009. 과학기술학회마을 |
5 | J. H. Conklin, "Data Imputation Strategies for Transportation Management Systems, University of Virginia, 2003. |
6 | C. Chen, J. Rice, "Detection Errors and Imputation Missing Data for Single Loop Surveillance System", 82th TRB Annual Meeting, 2003. |
7 | S. Sharma, P. Lingras, M. Zhong, "Effect of Missing Value Imputation on Traffic Parameters from Permanent Traffic Connts", 80th TRB Annual Meeting, 2001. |
8 | H. G. Lee, S. G. Kim, Y. H. Cho, K. Y. Chong, "Probabilistic Reservoir Inflow Forecast Using Non-parametric Methods", Journal of Hydro Environment Research. May., 2008. |
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