메뉴 건너뛰기




Volumn 21, Issue 6, 2012, Pages 1271-1279

Automatic determination of traffic accidents based on KMC-based attribute weighting

Author keywords

Adaptive network based fuzzy inference system; Artificial neural network; Geographical information systems (GIS); K means clustering based attribute weighting; Prediction; Traffic accident analysis

Indexed keywords

ACCIDENT ANALYSIS; ADAPTIVE NETWORK BASED FUZZY INFERENCE SYSTEM; ANFIS CLASSIFIER; ATTRIBUTE WEIGHTING; AUTOMATIC DETERMINATION; CLASSIFICATION ACCURACY; CLASSIFICATION PERFORMANCE; CLASSIFIER ALGORITHMS; DATA PREPROCESSING; DATA SETS; DYNAMIC SEGMENTATION; GEOGRAPHICAL INFORMATION SYSTEMS; K-MEANS CLUSTERING; LINEARLY SEPARABLE; MOTOR VEHICLE; MOTOR VEHICLE ACCIDENTS; PREDICTION ACCURACY; RECEIVER OPERATING CHARACTERISTICS; RISK FACTORS; WEATHER CONDITIONS; WEIGHTING METHODS; WEIGHTING PROCESS;

EID: 84865658230     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-011-0559-9     Document Type: Article
Times cited : (11)

References (23)
  • 1
    • 32944479820 scopus 로고    scopus 로고
    • Transferability of accident prediction models
    • Sawalha Z, Sayed D (2006) Transferability of accident prediction models. Saf Sci 44: 209-219.
    • (2006) Saf Sci , vol.44 , pp. 209-219
    • Sawalha, Z.1    Sayed, D.2
  • 2
    • 38149019171 scopus 로고    scopus 로고
    • Geographical information systems aided traffic accident analysis system case study: City of Afyonkarahisar
    • Erdogan S, Yilmaz I, Baybura T, Gullu M (2008) Geographical information systems aided traffic accident analysis system case study: city of Afyonkarahisar. Accid Anal Prev 40(1): 174-181.
    • (2008) Accid Anal Prev , vol.40 , Issue.1 , pp. 174-181
    • Erdogan, S.1    Yilmaz, I.2    Baybura, T.3    Gullu, M.4
  • 3
    • 0029382592 scopus 로고
    • Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns
    • Levine N, Kim KE, Lawrence HN (1995) Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns. Accid Anal Prev 27(5): 663-674.
    • (1995) Accid Anal Prev , vol.27 , Issue.5 , pp. 663-674
    • Levine, N.1    Kim, K.E.2    Lawrence, H.N.3
  • 4
    • 33745746960 scopus 로고    scopus 로고
    • Validating crash locations for quantitative spatial analysis: a GIS based approach
    • Loo BPY (2006) Validating crash locations for quantitative spatial analysis: a GIS based approach. Accid Anal Prev 38(1): 879-886.
    • (2006) Accid Anal Prev , vol.38 , Issue.1 , pp. 879-886
    • Loo, B.P.Y.1
  • 5
    • 0031867974 scopus 로고    scopus 로고
    • Weather and traffic accidents in Montreal, Canada
    • Andreescu MP, Frost DB (1998) Weather and traffic accidents in Montreal, Canada. Clim Res 9: 225-230.
    • (1998) Clim Res , vol.9 , pp. 225-230
    • Andreescu, M.P.1    Frost, D.B.2
  • 6
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • University of California Press, Berkeley
    • MacQueen B (1967) Some methods for classification and analysis of multivariate observations. Proceedings of 5th Berkeley symposium on mathematical statistics and probability, University of California Press, Berkeley, 1: 281-297.
    • (1967) Proceedings of 5th Berkeley Symposium On Mathematical Statistics and Probability , vol.1 , pp. 281-297
    • Macqueen, B.1
  • 8
    • 0001181095 scopus 로고
    • Generation of fuzzy rules by mountain clustering
    • Yager RR, Filev DP (1994) Generation of fuzzy rules by mountain clustering. IEEE Trans Syst Man Cybern 24: 209-219.
    • (1994) IEEE Trans Syst Man Cybern , vol.24 , pp. 209-219
    • Yager, R.R.1    Filev, D.P.2
  • 9
    • 84974743850 scopus 로고
    • Fuzzy model identification based on cluster estimation
    • Chiu SL (1994) Fuzzy model identification based on cluster estimation, J Intell Fuzzy Syst 2.
    • (1994) J Intell Fuzzy Syst , pp. 2
    • Chiu, S.L.1
  • 11
    • 33144480517 scopus 로고    scopus 로고
    • Comparison of clustering algorithms for analog modulation classification
    • Guldemi{dotless}r H, Sengur A (2006) Comparison of clustering algorithms for analog modulation classification. Expert Syst Appl 30(4): 642-649.
    • (2006) Expert Syst Appl , vol.30 , Issue.4 , pp. 642-649
    • Guldemir, H.1    Sengur, A.2
  • 12
    • 33744956502 scopus 로고    scopus 로고
    • Recognition of early phase of atherosclerosis using principles component analysis and artificial neural networks from carotid artery Doppler signals
    • Dirgenali F, Kara S (2006) Recognition of early phase of atherosclerosis using principles component analysis and artificial neural networks from carotid artery Doppler signals. Expert Syst Appl 31(3): 643-651.
    • (2006) Expert Syst Appl , vol.31 , Issue.3 , pp. 643-651
    • Dirgenali, F.1    Kara, S.2
  • 13
    • 0026925677 scopus 로고
    • Self-learning fuzzy controllers based on temporal backpropagation
    • Jang JSR (1992) Self-learning fuzzy controllers based on temporal backpropagation. IEEE Trans Neural Netw 3(5): 714-723.
    • (1992) IEEE Trans Neural Netw , vol.3 , Issue.5 , pp. 714-723
    • Jang, J.S.R.1
  • 14
    • 0027601884 scopus 로고
    • ANFIS: adaptive-network based fuzzy inference systems
    • Jang JSR (1993) ANFIS: adaptive-network based fuzzy inference systems. IEEE Trans Syst Man Cybern 23(03): 665-685.
    • (1993) IEEE Trans Syst Man Cybern , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.R.1
  • 16
    • 85013879626 scopus 로고
    • Annual ACM conference on research and development in information retrieval, the 17th annual international ACM SIGIR conference on research and development in information retrieval, New York
    • Lewis D, Gale W (1994) A sequential algorithm for training text classifiers. Annual ACM conference on research and development in information retrieval, the 17th annual international ACM SIGIR conference on research and development in information retrieval, New York, 3-12.
    • (1994) A Sequential Algorithm For Training Text Classifiers , pp. 3-12
    • Lewis, D.1    Gale, W.2
  • 17
    • 84865619811 scopus 로고    scopus 로고
    • A statistical framework for the prediction of fault-proneness, advances in machine learning application in software engineering
    • Ma Y, Guo L, Cukic B (2006) A statistical framework for the prediction of fault-proneness, advances in machine learning application in software engineering. Idea Group Inc.
    • (2006) Idea Group Inc
    • Ma, Y.1    Guo, L.2    Cukic, B.3
  • 18
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett F (2005) An introduction to ROC analysis. Pattern Recogn Lett 27(8): 861-874.
    • (2005) Pattern Recogn Lett , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, F.1
  • 19
    • 77957837752 scopus 로고    scopus 로고
    • Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting
    • Güneş S, Polat K, Yosunkaya Ş (2010) Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting. Expert Syst Appl 37(12): 7922-7928.
    • (2010) Expert Syst Appl , vol.37 , Issue.12 , pp. 7922-7928
    • Güneş, S.1    Polat, K.2    Yosunkaya, Ş.3
  • 20
    • 77957857382 scopus 로고    scopus 로고
    • A decision making system to automatic recognize of traffic accidents on the basis of a GIS platform
    • Durduran SS (2010) A decision making system to automatic recognize of traffic accidents on the basis of a GIS platform. Expert Syst Appl 37(12): 7729-7736.
    • (2010) Expert Syst Appl , vol.37 , Issue.12 , pp. 7729-7736
    • Durduran, S.S.1
  • 22
    • 78649934709 scopus 로고    scopus 로고
    • University of California, School of Information and Computer Science, Irvine, CA
    • Frank A, Asuncion A (2011) UCI machine learning repository. University of California, School of Information and Computer Science, Irvine, CA. http://archive. ics. uci. edu/ml.
    • (2011) UCI Machine Learning Repository
    • Frank, A.1
  • 23
    • 33751180776 scopus 로고    scopus 로고
    • A hybrid medical decision making system based on principles component analysis, k-NN based weighted pre-processing and adaptive neuro-fuzzy inference system
    • Polat K, Güneş S (2006) A hybrid medical decision making system based on principles component analysis, k-NN based weighted pre-processing and adaptive neuro-fuzzy inference system. Digital Signal Process 16(6): 913-921.
    • (2006) Digital Signal Process , vol.16 , Issue.6 , pp. 913-921
    • Polat, K.1    Güneş, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.