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Volumn 38, Issue 8, 2011, Pages 10010-10017

Pavement performance prediction through fuzzy regression

Author keywords

Fuzzy regression analysis; Fuzzy sets; Pavement maintenance; Pavement performance; Predictions

Indexed keywords

ACCURATE PREDICTION; DRAW-IN; FUZZY DATA; FUZZY REGRESSION ANALYSIS; FUZZY REGRESSIONS; GOODNESS OF FIT; HIGH COSTS; MAINTENANCE STRATEGIES; PAVEMENT CONDITION; PAVEMENT MAINTENANCE; PAVEMENT PERFORMANCE; PREDICTIONS; PRESENT SERVICEABILITY INDICES; SUBJECTIVE EVALUATIONS; VISUAL INSPECTION;

EID: 79953695625     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.02.007     Document Type: Article
Times cited : (53)

References (32)
  • 3
    • 23244463809 scopus 로고    scopus 로고
    • Accessed20.11.09 American Society for Civil Engineers
    • American Society for Civil Engineers. (2005). Report card for America's infrastructure, available at Accessed 20.11.09.
    • (2005) Report Card for America's Infrastructure
  • 4
    • 0035277662 scopus 로고    scopus 로고
    • Current and future pavement maintenance prioritization based on rapid visual condition evaluation
    • DOI 10.1061/(ASCE)0733-947X(2001)127:2(116)
    • N. Bandara, and M. Gunaratne Current and future pavement maintenance prioritization based on rapid visual condition evaluation Journal of Transportation Engineering, ASCE 127 2000 116 123 (Pubitemid 32333990)
    • (2001) Journal of Transportation Engineering , vol.127 , Issue.2 , pp. 116-123
    • Bandara, N.1    Gunaratne, M.2
  • 7
    • 0035252488 scopus 로고    scopus 로고
    • Improving the performance of neural networks in classification using fuzzy linear regression
    • DOI 10.1016/S0957-4174(00)00059-2
    • C.K. Cheng, B.T. Low, P.K. Chan, and J. Motwani Improving the performance of neural networks in classification using fuzzy linear regression Expert Systems with Applications 20 2001 201 206 (Pubitemid 32139071)
    • (2001) Expert Systems with Applications , vol.20 , Issue.2 , pp. 201-206
    • Cheng, C.-H.1    Low, B.-T.2    Chan, P.-K.3    Motwani, J.4
  • 8
    • 56349153507 scopus 로고    scopus 로고
    • Web-based CRB system applied to early cost budgeting for pavement maintenance project
    • J.S. Chou Web-based CRB system applied to early cost budgeting for pavement maintenance project Expert Systems with Applications 36 2009 2947 2960
    • (2009) Expert Systems with Applications , vol.36 , pp. 2947-2960
    • Chou, J.S.1
  • 9
    • 40549126315 scopus 로고    scopus 로고
    • Empirical comparison of statistical pavement performance models
    • DOI 10.1061/(ASCE)1076-0342(2008)14:2(138), Advances in Infrastructure Condition Assessment, Deterioration Modeling, and Optimal Rehabilitation-Part II
    • C.Y. Chu, and P.L. Durango-Cohen Empirical comparison of statistical pavement performance models Journal of Infrastructure Systems, ASCE 14 2 2008 138 149 (Pubitemid 351359348)
    • (2008) Journal of Infrastructure Systems , vol.14 , Issue.2 , pp. 138-149
    • Chu, C.-Y.1    Durango-Cohen, P.L.2
  • 10
    • 0024181250 scopus 로고
    • Asphalt pavement evaluation using fuzzy sets
    • D.J. Elton, and C.H. Jung Asphalt pavement evaluation using fuzzy sets Transportation Research Record, Transportation Research Board 1196 1988 1 6 (Pubitemid 20659886)
    • (1988) Transportation Research Record , Issue.1196 , pp. 1-6
    • Elton, D.J.1    Juang, C.H.2
  • 12
    • 0027589526 scopus 로고
    • Priority rating of highway maintenance needs by neural networks
    • T.F. Fwa, and W.T. Chen Priority rating of highway maintenance needs by neural networks Journal of Transportation Engineering, ASCE 119 3 1993 419 432
    • (1993) Journal of Transportation Engineering, ASCE , vol.119 , Issue.3 , pp. 419-432
    • Fwa, T.F.1    Chen, W.T.2
  • 13
    • 0031597063 scopus 로고
    • Airport pavement management systems: An appraisal of existing methodologies
    • M. Gendreau, and P. Soriano Airport pavement management systems: An appraisal of existing methodologies Transportation Research: Part A 32 3 1988 197 214
    • (1988) Transportation Research: Part A , vol.32 , Issue.3 , pp. 197-214
    • Gendreau, M.1    Soriano, P.2
  • 16
    • 13544267455 scopus 로고    scopus 로고
    • A simple method for computation of fuzzy linear regression
    • DOI 10.1016/j.ejor.2004.01.039, PII S0377221704001080
    • M. Hojati, C.R. Bector, and K. Smimou A simple method for computation of linear regression European Journal of Operational Research 166 2005 172 184 (Pubitemid 40219822)
    • (2005) European Journal of Operational Research , vol.166 , Issue.SPEC. ISS. 1 , pp. 172-184
    • Hojati, M.1    Bector, C.R.2    Smimou, K.3
  • 17
    • 0024185773 scopus 로고
    • Bridge performance prediction model using the Markov chain
    • Y. Jiang, M. Saito, and K.C. Sinha Bridge performance prediction model using the Markov chain Transportation Research Record, Transportation Research Board 1180 1988 25 32 (Pubitemid 20612364)
    • (1988) Transportation Research Record , Issue.1180 , pp. 25-32
    • Yi Jiang1    Saito Mitsuru2    Sinha Kumares, C.3
  • 18
    • 58349086726 scopus 로고    scopus 로고
    • Effective evaluation model under the condition of insufficient and uncertain information
    • Y.H. Lin, and P.C. Lee Effective evaluation model under the condition of insufficient and uncertain information Expert Systems with Applications 36 2009 5600 5604
    • (2009) Expert Systems with Applications , vol.36 , pp. 5600-5604
    • Lin, Y.H.1    Lee, P.C.2
  • 19
    • 0029308515 scopus 로고
    • Poisson and negative binomial regression models for the computation of infrastructure transition probabilities
    • S.M. Madanant, and W.H.W. Ibrahim Poisson and negative binomial regression models for the computation of infrastructure transition probabilities Journal of Transportation Engineering, ASCE 121 3 1995 267 272
    • (1995) Journal of Transportation Engineering, ASCE , vol.121 , Issue.3 , pp. 267-272
    • Madanant, S.M.1    Ibrahim, W.H.W.2
  • 20
    • 0034009146 scopus 로고    scopus 로고
    • Multi-objective fuzzy regression: A general framework
    • DOI 10.1016/S0305-0548(99)00110-0, PII S0305054899001100, Artificial intelligence and decision support with multiple criteria
    • E.C. Ozelkan, and L. Duckstein Multi-objective fuzzy regression: A general framework Computers and Operations Research 27 2000 635 652 (Pubitemid 30234093)
    • (2000) Computers and Operations Research , vol.27 , Issue.7-8 , pp. 635-652
    • Ozelkan, E.C.1    Duckstein, L.2
  • 21
    • 67349118138 scopus 로고    scopus 로고
    • Estimating bridge performance based on a matrix-driven fuzzy linear regression model
    • N.F. Pan, T.C. Lin, and N.H. Pan Estimating bridge performance based on a matrix-driven fuzzy linear regression model Automation in Construction 18 5 2009 578 586
    • (2009) Automation in Construction , vol.18 , Issue.5 , pp. 578-586
    • Pan, N.F.1    Lin, T.C.2    Pan, N.H.3
  • 22
    • 0028407151 scopus 로고
    • Fuzzy linear regression with fuzzy intervals
    • G. Peters Fuzzy linear regression with fuzzy intervals Fuzzy Sets and Systems 63 1994 45 55
    • (1994) Fuzzy Sets and Systems , vol.63 , pp. 45-55
    • Peters, G.1
  • 23
    • 40549115339 scopus 로고    scopus 로고
    • Transportation infrastructure performance modeling through seemingly unrelated regression systems
    • DOI 10.1061/(ASCE)1076-0342(2008)14:2(129), Advances in Infrastructure Condition Assessment, Deterioration Modeling, and Optimal Rehabilitation-Part II
    • J.A. Prozzi, and F. Hong Transportation infrastructure performance modeling through seemingly unrelated regression systems Journal of Infrastructure Systems, ASCE 14 2 2008 129 137 (Pubitemid 351359347)
    • (2008) Journal of Infrastructure Systems , vol.14 , Issue.2 , pp. 129-137
    • Prozzi, J.A.1    Hong, F.2
  • 25
    • 0001563202 scopus 로고
    • Multiobjective fuzzy linear regression analysis for fuzzy input-output data
    • M. Sakawa, and H. Yano Multiobjective fuzzy linear regression analysis for fuzzy input-output data Fuzzy Sets and Systems 47 1992 343 352
    • (1992) Fuzzy Sets and Systems , vol.47 , pp. 343-352
    • Sakawa, M.1    Yano, H.2
  • 26
    • 0005424642 scopus 로고    scopus 로고
    • Universal pavement distress evaluator based on fuzzy sets
    • S.N. Shoukry, D.R. Martinelli, and J.A. Reigle Universal pavement distress evaluator based on fuzzy sets Transportation Research Record, Transportation Research Board 1592 1997 180 186 (Pubitemid 127569785)
    • (1997) Transportation Research Record , Issue.1592 , pp. 180-186
    • Shoukry, S.N.1    Martinelli, D.R.2    Reigle, J.A.3
  • 28
    • 33845346160 scopus 로고    scopus 로고
    • Modeling the pavement serviceability ratio of flexible highway pavements by artificial neural networks
    • DOI 10.1016/j.conbuildmat.2005.11.001, PII S0950061805002916, Fracture, Acoustic Emission and NDE in Concrete (KIFA-4)
    • S. Terzi Modeling the pavement serviceability ratio of flexible highway pavements by artificial neural networks Construction and Building Materials 21 2007 590 593 (Pubitemid 44880127)
    • (2007) Construction and Building Materials , vol.21 , Issue.3 , pp. 590-593
    • Terzi, S.1
  • 29
    • 44949091417 scopus 로고    scopus 로고
    • To construct a monitoring mechanism of production loss by using fuzzy Delphi method and fuzzy regression technique - A case study of IC package testing company
    • M.L. Wang, and Lin To construct a monitoring mechanism of production loss by using fuzzy Delphi method and fuzzy regression technique - A case study of IC package testing company Expert Systems with Applications 35 2008 1156 1165
    • (2008) Expert Systems with Applications , vol.35 , pp. 1156-1165
    • Wang, M.L.1    Lin2
  • 30
    • 71349084219 scopus 로고    scopus 로고
    • Regression application based on fuzzy v-support vector machine in symmetric triangular fuzzy space
    • Q. Wu Regression application based on fuzzy v-support vector machine in symmetric triangular fuzzy space Expert Systems with Applications 37 4 2010 2808 2814
    • (2010) Expert Systems with Applications , vol.37 , Issue.4 , pp. 2808-2814
    • Wu, Q.1
  • 31
    • 27644497118 scopus 로고    scopus 로고
    • Use of recurrent Markov chains for modeling the crack performance of flexible pavements
    • DOI 10.1061/(ASCE)0733-947X(2005)131:11(861)
    • J. Yang, M. Gunaratne, J.J. Lu, and B. Dietrich Use of recurrent markov chains for modeling the crack performance of flexible pavements Journal of Transportation Engineering, ASCE 131 11 2005 861 872 (Pubitemid 41568953)
    • (2005) Journal of Transportation Engineering , vol.131 , Issue.11 , pp. 861-872
    • Yang, J.1    Gunaratne, M.2    Lu, J.J.3    Dietrich, B.4
  • 32
    • 34249058376 scopus 로고    scopus 로고
    • Development of linear mixed effects models for predicting individual pavement conditions
    • DOI 10.1061/(ASCE)0733-947X(2007)133:6(347)
    • J. Yu, E.Y.J. Chou, and Z. Luo Development of linear mixed effects models for predicting individual pavement conditions Journal of Transportation Engineering, ASCE 133 6 2007 347 354 (Pubitemid 46784702)
    • (2007) Journal of Transportation Engineering , vol.133 , Issue.6 , pp. 347-354
    • Yu, J.1    Chou, E.J.2    Luo, Z.3


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