메뉴 건너뛰기




Volumn 64, Issue 1-4 SPEC. ISS., 2005, Pages 473-496

Adaptive neural network models for automatic incident detection on freeways

Author keywords

Adaptive neural networks; Incident detection; Multi layer feed forward neural network; Network pruning; Probabilistic neural network

Indexed keywords

HIGHWAY SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; TRAFFIC CONTROL;

EID: 15844385434     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2004.12.001     Document Type: Article
Times cited : (52)

References (21)
  • 1
    • 0033340740 scopus 로고    scopus 로고
    • Enhancing the universality and transferability of freeway incident detection using a Bayesian-based neural network
    • B. Abdulhai S.G. Ritchie Enhancing the universality and transferability of freeway incident detection using a Bayesian-based neural network Transp. Res. (Part C) 7 5 1999 261-280
    • (1999) Transp. Res. , vol.7 , Issue.5 PART C , pp. 261-280
    • Abdulhai, B.1    Ritchie, S.G.2
  • 2
    • 0034324290 scopus 로고    scopus 로고
    • Fuzzy-Wavelet RBFNN model for freeway incident detection
    • H. Adeli A. Karim Fuzzy-Wavelet RBFNN model for freeway incident detection J. Transp. Eng. 126 6 2000 464-471
    • (2000) J. Transp. Eng. , vol.126 , Issue.6 , pp. 464-471
    • Adeli, H.1    Karim, A.2
  • 3
    • 0344835882 scopus 로고    scopus 로고
    • Constructive training of probabilistic neural networks
    • M.R. Berthold J. Diamond Constructive training of probabilistic neural networks Neurocomputing 33 1998 167-183
    • (1998) Neurocomputing , vol.33 , pp. 167-183
    • Berthold, M.R.1    Diamond, J.2
  • 4
    • 0003433003 scopus 로고
    • Neural network models for automated detection of lane-blocking incidents on freeways
    • Ph.D. Dissertation, University of California, Irvine
    • R.L. Cheu, Neural network models for automated detection of lane-blocking incidents on freeways, Ph.D. Dissertation, University of California, Irvine, 1994.
    • (1994)
    • Cheu, R.L.1
  • 5
    • 0032207364 scopus 로고    scopus 로고
    • Calibration of FRESIM for Singapore expressway using genetic algorithm
    • R.L. Cheu X. Jin K.C. Ng Y.L. Ng D. Srinivasan Calibration of FRESIM for Singapore expressway using genetic algorithm J. Transp. Eng. 124 6 1998 526-535
    • (1998) J. Transp. Eng. , vol.124 , Issue.6 , pp. 526-535
    • Cheu, R.L.1    Jin, X.2    Ng, K.C.3    Ng, Y.L.4    Srinivasan, D.5
  • 6
    • 0029416188 scopus 로고    scopus 로고
    • Automated detection of lane-blocking freeway incidents using artificial neural networks
    • R.L. Cheu S.G. Ritchie Automated detection of lane-blocking freeway incidents using artificial neural networks Transp. Res. 3C 6 1996 371-388
    • (1996) Transp. Res. , vol.3 C , Issue.6 , pp. 371-388
    • Cheu, R.L.1    Ritchie, S.G.2
  • 7
    • 0031284301 scopus 로고    scopus 로고
    • Development and evaluation of neural network freeway incident detection models using field data
    • H. Dia G. Rose Development and evaluation of neural network freeway incident detection models using field data Transp. Res. C 5 1998 313-331
    • (1998) Transp. Res. , vol.C , Issue.5 , pp. 313-331
    • Dia, H.1    Rose, G.2
  • 8
    • 0028497383 scopus 로고
    • Application of fuzzy logic and neural networks to automatically detect freeway traffic incidents
    • C.H. Hsiao C.T. Lin M. Cassidy Application of fuzzy logic and neural networks to automatically detect freeway traffic incidents J. Transp. Eng. 120 5 1994 753-772
    • (1994) J. Transp. Eng. , vol.120 , Issue.5 , pp. 753-772
    • Hsiao, C.H.1    Lin, C.T.2    Cassidy, M.3
  • 10
    • 0035439676 scopus 로고    scopus 로고
    • Classification of traffic incident patterns for freeway incident detection using constructive probabilistic neural networks
    • X. Jin D. Srinivasan R.L. Cheu Classification of traffic incident patterns for freeway incident detection using constructive probabilistic neural networks IEEE Trans. Neural Networks 12 5 2001 1173-1187
    • (2001) IEEE Trans. Neural Networks , vol.12 , Issue.5 , pp. 1173-1187
    • Jin, X.1    Srinivasan, D.2    Cheu, R.L.3
  • 11
    • 0036532656 scopus 로고    scopus 로고
    • Development and adaptation of constructive probabilistic neural network in freeway incident detection
    • X. Jin R.L. Cheu D. Srinivasan Development and adaptation of constructive probabilistic neural network in freeway incident detection Transp. Res. (Part C) 10 2 2002 121-147
    • (2002) Transp. Res. , vol.10 , Issue.2 PART C , pp. 121-147
    • Jin, X.1    Cheu, R.L.2    Srinivasan, D.3
  • 14
    • 0024631226 scopus 로고
    • Catastrophe theory and patterns in 30-Second Freeway Traffic Data-implication for incident detection
    • B.N. Persaud F.L. Hall Catastrophe theory and patterns in 30-Second Freeway Traffic Data-implication for incident detection Transp. Res. (Part A) 23A 2 1989 103-113
    • (1989) Transp. Res. , vol.23 A , Issue.2 PART A , pp. 103-113
    • Persaud, B.N.1    Hall, F.L.2
  • 16
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • D.E. Rumelhart, J.L. McClelland, the PDP Research Group (Eds.) MIT Press, Cambridge, MA
    • D.E. Rumelhart, G.E. Hinton, R.J. Williams, Learning internal representations by error propagation, in: D.E. Rumelhart, J.L. McClelland, the PDP Research Group (Eds.), Parallel and Distributed Processing 1, MIT Press, Cambridge, MA, 1986, pp. 318-362.
    • (1986) Parallel and Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 17
    • 0025206332 scopus 로고
    • Probabilistic neural networks
    • D.F. Specht Probabilistic neural networks Neural Networks 3 1991 109-118
    • (1991) Neural Networks , vol.3 , pp. 109-118
    • Specht, D.F.1
  • 18
    • 0001886731 scopus 로고    scopus 로고
    • Probabilistic neural networks and general regression neural networks
    • C.H. Chen (Ed.), McGraw-Hill New York
    • D.F. Specht Probabilistic neural networks and general regression neural networks in: C.H. Chen (Ed.), Fuzzy Logic and Neural Network Handbook 1996 McGraw-Hill New York pp. 3.1-3.44
    • (1996) Fuzzy Logic and Neural Network Handbook
    • Specht, D.F.1
  • 19
    • 0034207920 scopus 로고    scopus 로고
    • Development of an intelligent technique for traffic network incident detention
    • D. Srinivasan R.L. Cheu Y.P. Poh A.K.C. Ng Development of an intelligent technique for traffic network incident detention Eng. Appl. Artif. Intell. 13 2000 311-322
    • (2000) Eng. Appl. Artif. Intell. , vol.13 , pp. 311-322
    • Srinivasan, D.1    Cheu, R.L.2    Poh, Y.P.3    Ng, A.K.C.4
  • 20
    • 0001009533 scopus 로고
    • Freeway incident detection through filtering
    • Y.J. Stephanedes A.P. Chassiakos Freeway incident detection through filtering Transp. Res. (Part C) 1 3 1993 219-233
    • (1993) Transp. Res. , vol.1 , Issue.3 PART C , pp. 219-233
    • Stephanedes, Y.J.1    Chassiakos, A.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.