메뉴 건너뛰기




Volumn , Issue , 2009, Pages 961-964

Traffic flow forecasting based on multitask ensemble learning

Author keywords

Ensemble learning; Multitask learning; Neural network; Traffic flow forecasting

Indexed keywords

ENSEMBLE LEARNING; MULTITASK LEARNING; NEURAL NETWORK PREDICTOR; SINGLE TASK LEARNING; STATE-OF-THE-ART METHODS; TRAFFIC FLOW FORECASTING;

EID: 67650691083     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1543834.1543984     Document Type: Conference Paper
Times cited : (22)

References (11)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • August
    • L. Breiman. Bagging predictors. Mach. Learn., 24(2):123-140, August 1996.
    • (1996) Mach. Learn , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 2
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • July
    • R. Caruana. Multitask learning. Mach. Learn., 28(1):41-75, July 1997.
    • (1997) Mach. Learn , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 3
    • 0026128928 scopus 로고
    • Nonparametric regression and short-term freeway traffic forecasting
    • March/April
    • G. Davis and N. Nihan. Nonparametric regression and short-term freeway traffic forecasting. J. Transp. Eng., 177(2):178-188, March/April 1991.
    • (1991) J. Transp. Eng , vol.177 , Issue.2 , pp. 178-188
    • Davis, G.1    Nihan, N.2
  • 5
    • 56349158799 scopus 로고    scopus 로고
    • Neural network multitask learning for traffic flow forecasting
    • F. Jin and S. Sun. Neural network multitask learning for traffic flow forecasting. In Proc. Int. Joint Conf. Neural Networks, pages 1898-1902, 2008.
    • (2008) Proc. Int. Joint Conf. Neural Networks , pp. 1898-1902
    • Jin, F.1    Sun, S.2
  • 7
    • 0021375695 scopus 로고
    • Dynamic prediction of traffic volume through kalman filter theory
    • 18 B(1):1-11, February
    • I. Okutani and Y. Stephanedes. Dynamic prediction of traffic volume through kalman filter theory. Transp. Res., Part B: Methodol., 18 B(1):1-11, February 1984.
    • (1984) Transp. Res., Part B: Methodol
    • Okutani, I.1    Stephanedes, Y.2
  • 8
    • 34249888176 scopus 로고    scopus 로고
    • The selective random subspace predictor for traffic flow forecasting
    • June
    • S. Sun and C. Zhang. The selective random subspace predictor for traffic flow forecasting. IEEE Trans. Intell. Transp. Syst., 8(2):367-373, June 2007.
    • (2007) IEEE Trans. Intell. Transp. Syst , vol.8 , Issue.2 , pp. 367-373
    • Sun, S.1    Zhang, C.2
  • 9
    • 33644989492 scopus 로고    scopus 로고
    • A bayesian network approach to traffic flow forecasting
    • March
    • S. Sun, C. Zhang, and G. Yu. A bayesian network approach to traffic flow forecasting. IEEE Trans. Intell. Transp. Syst., 7(1):124-132, March 2006.
    • (2006) IEEE Trans. Intell. Transp. Syst , vol.7 , Issue.1 , pp. 124-132
    • Sun, S.1    Zhang, C.2    Yu, G.3
  • 10


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.