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Volumn , Issue 1643, 1998, Pages 7-13

Effect of noisy data on pavement performance prediction by artificial neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED ANALYSIS; COMPUTER SIMULATION; DATA PROCESSING; DATABASE SYSTEMS; ERROR ANALYSIS; MATERIALS TESTING; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS; SERVICE LIFE;

EID: 0032208240     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/1643-02     Document Type: Article
Times cited : (17)

References (18)
  • 1
    • 0009086705 scopus 로고
    • Performance History and Prediction Modeling for Minnesota Pavements
    • TRB, National Research Council, Washington, D.C.
    • Lukanen, E. O., and C. Han. Performance History and Prediction Modeling for Minnesota Pavements. In Conference Proceedings 1: Third International Conference on Managing Pavements, Vol. 1, TRB, National Research Council, Washington, D.C., 1994, pp. 63-73.
    • (1994) Conference Proceedings 1: Third International Conference on Managing Pavements , vol.1 , pp. 63-73
    • Lukanen, E.O.1    Han, C.2
  • 4
    • 0027849335 scopus 로고
    • Neural-Network-Based Procedure for Condition Assessment of Utility Cuts in Flexible Pavements
    • TRB, National Research Council, Washington, D.C.
    • Pant, P. D., X. Zhou, R. S. Arudi, A. Bodocsi, and A. E. Aktan. Neural-Network-Based Procedure for Condition Assessment of Utility Cuts in Flexible Pavements. In Transportation Research Record 1399, TRB, National Research Council, Washington, D.C., 1993, pp. 8-13.
    • (1993) Transportation Research Record 1399 , pp. 8-13
    • Pant, P.D.1    Zhou, X.2    Arudi, R.S.3    Bodocsi, A.4    Aktan, A.E.5
  • 5
    • 0002786406 scopus 로고
    • Predicting Roughness Progression in Flexible Pavements Using Artificial Neural Networks
    • TRB, National Research Council, Washington, D.C.
    • Attoh-Okine, N. O. Predicting Roughness Progression in Flexible Pavements Using Artificial Neural Networks. In Conference Proceedings 1: Third International Conference on Managing Pavements, Vol. 1, TRB, National Research Council, Washington, D.C., 1994, pp. 55-62.
    • (1994) Conference Proceedings 1: Third International Conference on Managing Pavements , vol.1 , pp. 55-62
    • Attoh-Okine, N.O.1
  • 6
    • 85173166522 scopus 로고
    • Rutting Analysis from a Different Perspective
    • TRB, National Research Council, Washington, D.C.
    • Simpson, A. L., J. F. Daleiden, and W. O. Hadley. Rutting Analysis from a Different Perspective. In Transportation Research Record 1473, TRB, National Research Council, Washington, D.C., 1993, pp. 8-13.
    • (1993) Transportation Research Record 1473 , pp. 8-13
    • Simpson, A.L.1    Daleiden, J.F.2    Hadley, W.O.3
  • 11
    • 0001787701 scopus 로고
    • Backcalculation of Flexible Pavement Moduli from Dynamic Deflection Basins Using Artificial Neural Networks
    • TRB, National Research Council, Washington, D.C.
    • Meier, R. W., and G. J. Rix. Backcalculation of Flexible Pavement Moduli from Dynamic Deflection Basins Using Artificial Neural Networks. In Transportation Research Record 1473 TRB, National Research Council, Washington, D.C., 1993, pp. 72-81.
    • (1993) Transportation Research Record 1473 , pp. 72-81
    • Meier, R.W.1    Rix, G.J.2
  • 12
    • 0002377363 scopus 로고
    • Optimal Programming by Genetic Algorithms for Pavement Management
    • TRB, National Research Council, Washington, D.C.
    • Fwa, T. F., W. T. Chan, and C. Y. Tan. Optimal Programming by Genetic Algorithms for Pavement Management. In Transportation Research Record 1455, TRB, National Research Council, Washington, D.C., 1994, pp. 31-41.
    • (1994) Transportation Research Record 1455 , pp. 31-41
    • Fwa, T.F.1    Chan, W.T.2    Tan, C.Y.3
  • 15
    • 3643135215 scopus 로고
    • Maintenance Planning Methodology for Statewide Pavement Management
    • TRB, National Research Council, Washington, D.C.
    • George, K. P., W. Uddin, P. J. Ferguson, A. B. Crawley, and A. R. Shekharan. Maintenance Planning Methodology for Statewide Pavement Management. In Transportation Research Record 1455, TRB, National Research Council, Washington, D.C., 1994, pp. 123-131.
    • (1994) Transportation Research Record 1455 , pp. 123-131
    • George, K.P.1    Uddin, W.2    Ferguson, P.J.3    Crawley, A.B.4    Shekharan, A.R.5
  • 16
    • 0027810145 scopus 로고
    • Simplified Pavement Performance Model
    • TRB, National Research Council, Washington, D.C.
    • Lee, Y. H., A. Mohseni, and M. I. Darter. Simplified Pavement Performance Model. In Transportation Research Record 1397, TRB, National Research Council, Washington, D.C., 1994, pp. 7-14.
    • (1994) Transportation Research Record 1397 , pp. 7-14
    • Lee, Y.H.1    Mohseni, A.2    Darter, M.I.3
  • 17
    • 0004048514 scopus 로고
    • American Association of State Highway and Transportation Officials, Washington, D.C.
    • AASHTO Guide for the Design of Pavement Structures. American Association of State Highway and Transportation Officials, Washington, D.C., 1993.
    • (1993) AASHTO Guide for the Design of Pavement Structures
  • 18
    • 0024880831 scopus 로고
    • Multilayer Feedforward Networks are Universal Approximators
    • Hornik, K., M. Stinchcombe, and H. White. Multilayer Feedforward Networks are Universal Approximators. Neural Networks, Vol. 2, 1989, pp. 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.