메뉴 건너뛰기




Volumn 22, Issue 1, 2009, Pages 100-109

A novel approach to neuro-fuzzy classification

Author keywords

Fuzzy logic; Neural networks; Neuro fuzzy; Pattern classification

Indexed keywords

BENCHMARK DATUMS; CLASSIFICATION ACCURACIES; CLASSIFICATION MODELS; CLASSIFICATION SYSTEMS; DATA SETS; FUZZIFICATION; FUZZY CLASSIFICATIONS; KAPPA INDEX OF AGREEMENTS; LABELED DATUMS; MATRIX ELEMENTS; MEMBERSHIP MATRIXES; MISCLASSIFICATION; NEURO-FUZZY; NEW MODELS; PATTERN CLASSIFICATION; PERFORMANCE MEASURES; QUANTITATIVE ANALYSES; REMOTE SENSING IMAGES; REMOTELY SENSED IMAGES; TRAINING DATUMS;

EID: 58249086998     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2008.09.011     Document Type: Article
Times cited : (56)

References (38)
  • 2
    • 0442311261 scopus 로고    scopus 로고
    • Segmentation of remotely sensed images using wavelet features and their evaluation in soft computing framework
    • Acharyya M., De R.K., and Kundu M.K. Segmentation of remotely sensed images using wavelet features and their evaluation in soft computing framework. IEEE Transactions on Geoscience and Remote Sensing 41 12 (2003) 2900-2905
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.12 , pp. 2900-2905
    • Acharyya, M.1    De, R.K.2    Kundu, M.K.3
  • 4
    • 58249093335 scopus 로고    scopus 로고
    • Asuncion, A., & Newman, D. (2007). UCI machine learning repository. University of California, Irvine, School of Information and Computer Sciences. http://www.ics.uci.edu/~mlearn/MLRepository.html
    • Asuncion, A., & Newman, D. (2007). UCI machine learning repository. University of California, Irvine, School of Information and Computer Sciences. http://www.ics.uci.edu/~mlearn/MLRepository.html
  • 6
    • 0035330750 scopus 로고    scopus 로고
    • Comparison of the multilayer perceptron with neuro-fuzzy techniques in the estimation of cover class mixture in remotely sensed data
    • Baraldi A., Binaghi E., Blonda P., Brivio P.A., and Rampini A. Comparison of the multilayer perceptron with neuro-fuzzy techniques in the estimation of cover class mixture in remotely sensed data. IEEE Transaction on Geoscience and Remote Sensing 39 5 (2001) 994-1005
    • (2001) IEEE Transaction on Geoscience and Remote Sensing , vol.39 , Issue.5 , pp. 994-1005
    • Baraldi, A.1    Binaghi, E.2    Blonda, P.3    Brivio, P.A.4    Rampini, A.5
  • 7
    • 0036530363 scopus 로고    scopus 로고
    • An adaptive neuro-fuzzy system for automatic image segmentation and edge detection
    • Boskovitz V., and Guterman H. An adaptive neuro-fuzzy system for automatic image segmentation and edge detection. IEEE Transaction on Fuzzy Systems 10 2 (2002) 247-262
    • (2002) IEEE Transaction on Fuzzy Systems , vol.10 , Issue.2 , pp. 247-262
    • Boskovitz, V.1    Guterman, H.2
  • 8
    • 0020108638 scopus 로고
    • Using known map category marginal frequencies to improve estimates of thematic map accuracy
    • Card D.H. Using known map category marginal frequencies to improve estimates of thematic map accuracy. Photogrammetric Engineering and Remote Sensing 48 3 (1982) 431-439
    • (1982) Photogrammetric Engineering and Remote Sensing , vol.48 , Issue.3 , pp. 431-439
    • Card, D.H.1
  • 9
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37 1 (1991) 35-46
    • (1991) Remote Sensing of Environment , vol.37 , Issue.1 , pp. 35-46
    • Congalton, R.G.1
  • 11
    • 58249088236 scopus 로고    scopus 로고
    • ELENA Database (1995). Deliverable R3-B1-P Task B1: Databases (ESPRIT Basic Research Project Number 6891), MLG, UCL, Belgium. http://www.dice.ucl.ac.be/mlg/DataBases/ELENA/REAL/
    • ELENA Database (1995). Deliverable R3-B1-P Task B1: Databases (ESPRIT Basic Research Project Number 6891), MLG, UCL, Belgium. http://www.dice.ucl.ac.be/mlg/DataBases/ELENA/REAL/
  • 12
    • 0037455688 scopus 로고    scopus 로고
    • Increased accuracy multiband urban classification using a neuro-fuzzy classifier
    • Gamba P., and Dellacqua F. Increased accuracy multiband urban classification using a neuro-fuzzy classifier. International Journal of Remote Sensing 24 4 (2003) 827-834
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.4 , pp. 827-834
    • Gamba, P.1    Dellacqua, F.2
  • 13
    • 35448998903 scopus 로고    scopus 로고
    • A novel fuzzy classifier based on product aggregation operator
    • Ghosh A., Meher S.K., and Shankar B.U. A novel fuzzy classifier based on product aggregation operator. Pattern Recognition 41 3 (2008) 961-971
    • (2008) Pattern Recognition , vol.41 , Issue.3 , pp. 961-971
    • Ghosh, A.1    Meher, S.K.2    Shankar, B.U.3
  • 14
    • 0027539801 scopus 로고
    • Self-organization for object extraction using a multilayer neural network and fuzziness measures
    • Ghosh A., Pal N.R., and Pal S.K. Self-organization for object extraction using a multilayer neural network and fuzziness measures. IEEE Transaction on Fuzzy Systems 1 1 (1993) 54-69
    • (1993) IEEE Transaction on Fuzzy Systems , vol.1 , Issue.1 , pp. 54-69
    • Ghosh, A.1    Pal, N.R.2    Pal, S.K.3
  • 15
    • 58249086470 scopus 로고    scopus 로고
    • Han, J., Lee, S., Chi, K., & Ryu, K. (2002) Comparison of neuro-fuzzy, neural network, and maximum likelihood classifiers for land cover classification using IKONOS multispectral data. In: Proceedings of the IEEE international symposium on geoscience and remote sensing, pp. 24-28
    • Han, J., Lee, S., Chi, K., & Ryu, K. (2002) Comparison of neuro-fuzzy, neural network, and maximum likelihood classifiers for land cover classification using IKONOS multispectral data. In: Proceedings of the IEEE international symposium on geoscience and remote sensing, pp. 24-28
  • 17
    • 58249090296 scopus 로고    scopus 로고
    • IRS Data Users Hand Book. (1989). Document no. IRS/NRSA/NDC/HB-02/89, NRSA, Hyderabad, India
    • IRS Data Users Hand Book. (1989). Document no. IRS/NRSA/NDC/HB-02/89, NRSA, Hyderabad, India
  • 20
    • 0028406626 scopus 로고
    • Neural networks with interval weights for nonlinear mapping of interval vectors
    • Kwon K., Ishibuchi H., and Tanaka H. Neural networks with interval weights for nonlinear mapping of interval vectors. IEICE Transactions on Information and Systems E77-D (1994) 409-417
    • (1994) IEICE Transactions on Information and Systems , vol.E77-D , pp. 409-417
    • Kwon, K.1    Ishibuchi, H.2    Tanaka, H.3
  • 22
    • 2942558578 scopus 로고    scopus 로고
    • Segmentation of multispectral remote sensing images using active support vector machines
    • Mitra P., Shankar B.U., and Pal S.K. Segmentation of multispectral remote sensing images using active support vector machines. Pattern Recognition Letters 25 12 (2004) 1067-1074
    • (2004) Pattern Recognition Letters , vol.25 , Issue.12 , pp. 1067-1074
    • Mitra, P.1    Shankar, B.U.2    Pal, S.K.3
  • 23
    • 0030413102 scopus 로고    scopus 로고
    • Neuro-fuzzy computing for image processing and pattern recognition
    • Pal S.K., and Ghosh A. Neuro-fuzzy computing for image processing and pattern recognition. International Journal of Systems Science 27 (1996) 1179-1193
    • (1996) International Journal of Systems Science , vol.27 , pp. 1179-1193
    • Pal, S.K.1    Ghosh, A.2
  • 24
    • 0003514543 scopus 로고    scopus 로고
    • Pal S.K., Ghosh A., and Kundu M.K. (Eds), Physica-Verlag, Heidelberg
    • In: Pal S.K., Ghosh A., and Kundu M.K. (Eds). Soft computing for image processing (2000), Physica-Verlag, Heidelberg
    • (2000) Soft computing for image processing
  • 25
    • 0033924584 scopus 로고    scopus 로고
    • Segmentation of remotely sensed images with fuzzy thresholding, and quatitative evaluation
    • Pal S.K., Ghosh A., and Shankar B.U. Segmentation of remotely sensed images with fuzzy thresholding, and quatitative evaluation. International Jounal of Remote Sensing 21 11 (2000) 2269-2300
    • (2000) International Jounal of Remote Sensing , vol.21 , Issue.11 , pp. 2269-2300
    • Pal, S.K.1    Ghosh, A.2    Shankar, B.U.3
  • 26
    • 0000136509 scopus 로고
    • Fuzzy sets and decision making approaches in vowel and speaker recognition
    • Pal S.K., and Majumder D.D. Fuzzy sets and decision making approaches in vowel and speaker recognition. IEEE Transaction on Systems, Man and Cybernetics 7 1 (1977) 625-629
    • (1977) IEEE Transaction on Systems, Man and Cybernetics , vol.7 , Issue.1 , pp. 625-629
    • Pal, S.K.1    Majumder, D.D.2
  • 29
    • 0025198791 scopus 로고
    • Fuzzy sets in pattern recognition: Methodology and methods
    • Pedrycz W. Fuzzy sets in pattern recognition: Methodology and methods. Pattern Recognition 23 1/2 (1990) 121-146
    • (1990) Pattern Recognition , vol.23 , Issue.1-2 , pp. 121-146
    • Pedrycz, W.1
  • 30
    • 1942471946 scopus 로고    scopus 로고
    • Opening the black box of neural networks for remote sensing image classification
    • Qiu F., and Jensen J.R. Opening the black box of neural networks for remote sensing image classification. International Journal of Remote Sensing 25 9 (2004) 1749-1768
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.9 , pp. 1749-1768
    • Qiu, F.1    Jensen, J.R.2
  • 33
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart D.E., Hinton G.E., and Williams R.J. Learning representations by back-propagating errors. Nature 323 6088 (1986) 533-536
    • (1986) Nature , vol.323 , Issue.6088 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 36


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.