메뉴 건너뛰기




Volumn 21, Issue 1-2, 2010, Pages 65-78

An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification

Author keywords

Adaptive resonance theory; Fuzzy rule extraction; Generalized regression neural network; Medical diagnosis; Pattern classification

Indexed keywords

ADAPTIVE RESONANCE THEORY; FUZZY RULE EXTRACTION; GENERALIZED REGRESSION NEURAL NETWORKS; MEDICAL DIAGNOSIS; PATTERN CLASSIFICATION;

EID: 76149127693     PISSN: 10641246     EISSN: None     Source Type: Journal    
DOI: 10.3233/IFS-2010-0436     Document Type: Article
Times cited : (26)

References (33)
  • 1
    • 0029484103 scopus 로고
    • Survey and critique of techniques for extracting rules from trained artificial neural networks
    • R. Andres, J. Diederich and A.B. Tickle, Survey and critique of techniques for extracting rules from trained artificial neural networks, Knowledge Based Systems 8 (1995), 373-389.
    • (1995) Knowledge Based Systems , vol.8 , pp. 373-389
    • Andres, R.1    Diederich, J.2    Tickle, A.B.3
  • 2
    • 36948999941 scopus 로고    scopus 로고
    • Irvine, CA: Department of Information and Computer Science, University of California
    • A. Asuncion and D.J. Newman, UCI Machine learning repository, http://www.Ics.Uci.Edu/?Mlearn/Mlrepository.Html, Irvine, CA: Department of Information and Computer Science, University of California, 2007.
    • (2007) UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.J.2
  • 6
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • G.A. Carpenter, S. Grossberg, N. Markuzon and J.H. Reynolds, Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps, IEEE Transactions on Neural Networks 3(5) (1992), 698-713.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4
  • 7
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • G.A. Carpenter, S. Grossberg and D.B. Rosen, Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Journal of Neural Networks 4(6) (1991), 759-771.
    • (1991) Journal of Neural Networks , vol.4 , Issue.6 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 8
    • 21844488118 scopus 로고
    • Rule extraction: From neural architecture to symbolic representation
    • G.A. Carpenter and A.H. Tan, Rule extraction: From neural architecture to symbolic representation, Connection Science 7(1) (1995), 3-27.
    • (1995) Connection Science , vol.7 , Issue.1 , pp. 3-27
    • Carpenter, G.A.1    Tan, A.H.2
  • 10
    • 1242331293 scopus 로고    scopus 로고
    • Bayesian support vector regression using a unified loss function
    • Chu, S.S. Keerthi and C.J. Ong, Bayesian support vector regression using a unified loss function, IEEE Transactions on Neural Networks 15(1) (2004), 29-44.
    • (2004) IEEE Transactions on Neural Networks , vol.15 , Issue.1 , pp. 29-44
    • Chu, S.S.K.1    Ong, C.J.2
  • 11
    • 0032657707 scopus 로고    scopus 로고
    • An ordering algorithm for pattern resentation in fuzzy ARTMAP that tends to improve generalization performance
    • I. Dagher, M. Georgiopoulos, G.L. Heileman and G. Bebis, An ordering algorithm for pattern resentation in fuzzy ARTMAP that tends to improve generalization performance, IEEE Transactions on Neural Networks 10(4) (1999), 768-778.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.4 , pp. 768-778
    • Dagher, I.1    Georgiopoulos, M.2    Heileman, G.L.3    Bebis, G.4
  • 14
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • B. Efron, Bootstrap methods: Another look at the jackknife, Ann Statist 7 (1979), 1-26.
    • (1979) Ann Statist , vol.7 , pp. 1-26
    • Efron, B.1
  • 15
    • 84988052077 scopus 로고
    • Nonparametric standard errors and confidence intervals
    • B. Efron, Nonparametric standard errors and confidence intervals, Can J Statist 9 (1981), 139-172.
    • (1981) Can J Statist , vol.9 , pp. 139-172
    • Efron, B.1
  • 21
    • 33645970704 scopus 로고    scopus 로고
    • Laercio Brito Gonçalves and el, Inverted hierarchical neurofuzzy BSP system: A novel neuro-fuzzy model for pattern classification and rule extraction in databases
    • Laercio Brito Gonçalves and el, Inverted hierarchical neurofuzzy BSP system: A novel neuro-fuzzy model for pattern classification and rule extraction in databases, IEEE Transactions on Systems, Man and Cybernetics - Part C 26(2) (2006).
    • (2006) IEEE Transactions on Systems, Man and Cybernetics - Part C , vol.26 , Issue.2
  • 24
    • 0041376933 scopus 로고    scopus 로고
    • Combined numerical and linguistic knowledge representation and its application to medical diagnosis
    • P. Meesad and G.G. Yen, Combined numerical and linguistic knowledge representation and its application to medical diagnosis, IEEE Transactions on Systems, Man and Cybernetics 33(2) (2003), 206-222.
    • (2003) IEEE Transactions on Systems, Man and Cybernetics , vol.33 , Issue.2 , pp. 206-222
    • Meesad, P.1    Yen, G.G.2
  • 25
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • E. Parzen, On estimation of a probability density function and mode, Ann Math Statist 33 (1962), 1065-1076.
    • (1962) Ann Math Statist , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 26
    • 37249026797 scopus 로고    scopus 로고
    • A modified fuzzy min-max neural network with rule extraction and its application to fault detection and classification
    • A. Qutieshat and C.P. Lim, A modified fuzzy min-max neural network with rule extraction and its application to fault detection and classification, Journal of Applied Soft Computing 8(2) (2008), 985-995.
    • (2008) Journal of Applied Soft Computing , vol.8 , Issue.2 , pp. 985-995
    • Qutieshat, A.1    Lim, C.P.2
  • 27
  • 29
    • 0034333656 scopus 로고    scopus 로고
    • Model selection for a medical diagnosis decision support system: A breast cancer detection case
    • D. West and V. West, Model selection for a medical diagnosis decision support system: A breast cancer detection case, Journal of Artificial Intelligence in Medicine 20(3) (2000), 183-204.
    • (2000) Journal of Artificial Intelligence in Medicine , vol.20 , Issue.3 , pp. 183-204
    • West, D.1    West, V.2
  • 30
    • 0030198885 scopus 로고    scopus 로고
    • Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps
    • J.R. Williamson, Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps, Journal of Neural Networks 9(5) (1996), 881-897.
    • (1996) Journal of Neural Networks , vol.9 , Issue.5 , pp. 881-897
    • Williamson, J.R.1
  • 31
    • 19344362900 scopus 로고    scopus 로고
    • Deterministic convergence of an online gradient method for BP neural networks
    • W. Wu, G. Feng, Z. Li and Y. Xu, Deterministic convergence of an online gradient method for BP neural networks, IEEE Transactions on Neural Networks 16(3) (2005), 533-540.
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.3 , pp. 533-540
    • Wu, W.1    Feng, G.2    Li, Z.3    Xu, Y.4
  • 32
    • 52149111368 scopus 로고    scopus 로고
    • A hybrid ART-GRNN online learning neural network with a ε-insensitive loss function
    • K.S. Yap, C.P. Lim and I.Z. Abidin, A hybrid ART-GRNN online learning neural network with a ε-insensitive loss function, IEEE Transactions on Neural Networks 19(9) (2008), 1641-1646.
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.9 , pp. 1641-1646
    • Yap, K.S.1    Lim, C.P.2    Abidin, I.Z.3
  • 33
    • 0032022388 scopus 로고    scopus 로고
    • Performance evaluation of a sequential minimal radial basis function (RBF) neural network learning algorithm
    • L. Yingwei, N. Sundararajan and P. Saratchandran, Performance evaluation of a sequential minimal radial basis function (RBF) neural network learning algorithm, IEEE Transactions on Neural Networks 9(2) (1998), 308-318.
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.2 , pp. 308-318
    • Yingwei, L.1    Sundararajan, N.2    Saratchandran, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.