Long-term Prediction of Bus Travel Time Using Bus Information System Data |
LEE, Jooyoung
(The Cho Chun Shik Graduate School of Green Transportation, KAIST)
Gu, Eunmo (Korea Railroad Research Institute) KIM, Hyungjoo (The Cho Chun Shik Graduate School of Green Transportation, KAIST) JANG, Kitae (The Cho Chun Shik Graduate School of Green Transportation, KAIST) |
1 | Abdelfattah A. M., Khan A. M. (1998), Models for Predicting Bus Delays, Transp. Res. Rec., 1623, 8-15. DOI |
2 | Bai C., Peng Z. R., Lu Q. C., Sun J. (2015), Dynamic Bus Travel Time Prediction Models on Road With Multiple Bus Routes, Comput. Intell. Neurosci., 2015, 63. |
3 | Chen M., Liu X., Xia J., Chien S. I. (2004), A Dynamic Bus-arrival Time Prediction Model Based on APC Data, Comput.-Aided Civ. Infrastruct. Eng., 19(5), 364-376. DOI |
4 | Chien S., Ding Y., Wei C. (2002), Dynamic Bus Arrival Time Prediction With Artificial Neural Networks, J. Transp. Eng., 128(5), 429-438. DOI |
5 | El Faouzi N. E., Billot R., Bouzebda S. (2010), Motorway Travel Time Prediction Based on Toll Data and Weather Effect Integration, IET Intell. Transp. Syst., 4(4), 338-345. DOI |
6 | Foote P.J., Stuart D.G. (1998), Customer Satisfaction Contrasts Express Versus Local Bus Service in Chicago's North Corridor, Transp. Res. Rec., 1618, 143-152. |
7 | Garciia H. L., Gonzalez I. M. (2004), Self-organizing Map and Clustering for Wastewater Treatment Monitoring, Eng. Appl. Artif. Intell., 17(3), 215-225. DOI |
8 | Jeong, R., Rilett, L. R. (2004), Bus Arrival Time Prediction Using Artificial Neural Network Model, Proc. 7th Int. IEEE Conf. Intell. Transp. Syst., 988-993. |
9 | Kim H., Kim S., Park S., Jang K. (2013), Assessment of Travel Time Estimates Based on Different Vehicle Speed Data: Spot Speed vs. Sampled Journey Speed in South Korean Expressways, Proc. 10th Int. Conf. East. Asia Soc. Transp. Stud., Taipei, Taiwan. |
10 | Kwon J., Coifman B., Bickel P. (2000), Day-to-day Travel-time Trends and Travel-time Prediction From Loop-detector Data, Transportation Research Record, Transp. Res. Rec., 1717, 120-129. |
11 | Lin J., Wang P., Barnum D. (2008), A Quality Control Framework for Bus Schedule Reliability, Transp. Res. Part E, 44, 1086-1098. DOI |
12 | Ma C. Q., Wang Y. P., Chen K. M. (2007), Competition Model Between Urban Rail and Bus Transit, J. Transp. Syst. Eng. Inf. Technol., 7(3), 140-143. |
13 | Nookala L. S. (2006), Weather Impact on Traffic Conditions and Travel Time Prediction (Doctoral dissertation, University of Minnesota Duluth). |
14 | Patnaik J., Chien S., Bladikas A. (2004), Estimation of Bus Arrival Times Using APC Data, J. Public Transp., 7(1), 1-20. |
15 | Qiao W., Haghani A., Hamedi M. (2012), Short-term Travel Time Prediction Considering the Effects of Weather, Transportation Research Record, Transp. Res. Rec., 2308, 61-72. |
16 | Ramakrishna Y., Ramakrishna P., Lakshmanan V., Sivanandan R. (2006), Bus Travel Time Prediction Using GPS Data, Proc. Map India. |
17 | Smith B.L., Demetsky M.J. (1995), Short-term Flow Prediction: Neural Network Approach, Transp. Res. Rec., 1453, 98-104. |
18 | Vanajakshi L., Rilett L. (2007), Support Vector Machine Technique for the Short Term Prediction of Travel Time, Proc. IEEE Intell. Veh. Symp., 600-605. |
19 | Yang J.-S. (2005), Travel Time Prediction Using the GPS Test Vehicle and Kalman Filtering Techniques, Proc. Am. Control Conf., 2128-2133. |
20 | Vesanto J., Alhoniemi E. (2000), Clustering of the Self-organizing Map, IEEE Trans. Neural Networks, 11(3), 586-600. DOI |
21 | Yu B., Lam W. H. K., Tam M. L. (2011), Bus Arrival Time Prediction at Bus Stop With Multiple Routes, Transp. Res. Part E, 19(6), 1157-1170. DOI |
22 | Zhang X., Rice J. A. (2003), Short-term Travel Time Prediction, Transp. Res. Part C, 11(3), 187-210. DOI |