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Volumn 27, Issue 4, 2005, Pages 648-653

A hybrid neural network system for pattern classification tasks with missing features

Author keywords

Fuzzy ARTMAP; Fuzzy c Means clustering; Missing data; Pattern classification

Indexed keywords

ALGORITHMS; DATA REDUCTION; FUZZY SETS; NEURAL NETWORKS; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; SPURIOUS SIGNAL NOISE;

EID: 17144402563     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2005.64     Document Type: Article
Times cited : (56)

References (26)
  • 2
    • 0036832985 scopus 로고    scopus 로고
    • "A Pseudo-Nearest-Neighbor Approach for Missing Data Recovery on Gaussian Random Data Sets"
    • X. Huang and Q. Zhu, "A Pseudo-Nearest-Neighbor Approach for Missing Data Recovery on Gaussian Random Data Sets," Pattern Recognition Letters, vol. 23, pp. 1613-1622, 2002.
    • (2002) Pattern Recognition Letters , vol.23 , pp. 1613-1622
    • Huang, X.1    Zhu, Q.2
  • 4
    • 0035285349 scopus 로고    scopus 로고
    • "Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation"
    • G. King, J. Honaker, A. Joseph, and K. Scheve, "Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation," Am. Political Science Rev., vol. 95, pp. 49-69, 2001.
    • (2001) Am. Political Science Rev. , vol.95 , pp. 49-69
    • King, G.1    Honaker, J.2    Joseph, A.3    Scheve, K.4
  • 5
    • 0000828942 scopus 로고
    • "Missing Observations in Multivariate Statistics: Review of the Literature"
    • A.A. Afifi and R.M. Elashoff, "Missing Observations in Multivariate Statistics: Review of the Literature," J. Am. Statistical Assoc., vol. 61, pp. 595-604, 1966.
    • (1966) J. Am. Statistical Assoc. , vol.61 , pp. 595-604
    • Afifi, A.A.1    Elashoff, R.M.2
  • 6
    • 0000996386 scopus 로고
    • "The Analysis of Incomplete Data"
    • H.O. Hartley and R.R. Hocking, "The Analysis of Incomplete Data," Biometrics, vol 14, pp. 174-194, 1971.
    • (1971) Biometrics , vol.14 , pp. 174-194
    • Hartley, H.O.1    Hocking, R.R.2
  • 8
    • 85153928966 scopus 로고
    • "Efficient Methods for Dealing with Missing Data In Supervised Learning"
    • G. Tesauro, D.S. Touretzky, and T.K. Leen, eds
    • V. Tresp, R. Neuneier, and S. Ahmad, "Efficient Methods for Dealing with Missing Data In Supervised Learning," Proc. Advances in Neural Information Processing Systems 7, G. Tesauro, D.S. Touretzky, and T.K. Leen, eds., pp. 689-696, 1995.
    • (1995) Proc. Advances in Neural Information Processing Systems 7 , pp. 689-696
    • Tresp, V.1    Neuneier, R.2    Ahmad, S.3
  • 10
    • 0001551844 scopus 로고
    • "Supervised Learning from Incomplete Data via an EM Approach"
    • J.D. Cowan, G. Tesauro, and J. Alspector, eds
    • Z. Ghahramani and M.I. Jordan, "Supervised Learning from Incomplete Data via an EM Approach," Proc. Advances in Neural Information Processing Systems 6, J.D. Cowan, G. Tesauro, and J. Alspector, eds., pp. 120-127, 1994.
    • (1994) Proc. Advances in Neural Information Processing Systems 6 , pp. 120-127
    • Ghahramani, Z.1    Jordan, M.I.2
  • 11
    • 0031151347 scopus 로고    scopus 로고
    • "Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines"
    • M.J. Nijman and H.J. Kappen, "Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines," Int'l J. Neural Systems, vol. 8, pp. 301-316, 1997.
    • (1997) Int'l. J. Neural Systems , vol.8 , pp. 301-316
    • Nijman, M.J.1    Kappen, H.J.2
  • 12
    • 0021776661 scopus 로고
    • "A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine"
    • G.A. Carpenter and S. Grossberg, "A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine," Computer Vision, Graphics, and Image Processing, vol. 37, pp. 54-115, 1987.
    • (1987) Computer Vision, Graphics, and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 13
    • 0026923589 scopus 로고
    • "Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analogue Multidimensional Maps"
    • G.A. Carpenter, S. Grossberg, N. Markuzon, J.H. Reynolds, and D.B. Rosen, "Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analogue Multidimensional Maps," IEEE Trans. Neural Networks, vol. 3, pp. 698-712, 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 698-712
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Rosen, D.B.5
  • 19
    • 0031194555 scopus 로고    scopus 로고
    • "An Incremental Adaptive Network for On-Line Supervised Learning and Probability Estimation"
    • C.P. Lim and R.F. Harrison, "An Incremental Adaptive Network for On-Line Supervised Learning and Probability Estimation," Neural Networks, vol. 10, pp. 925-939, 1997.
    • (1997) Neural Networks , vol.10 , pp. 925-939
    • Lim, C.P.1    Harrison, R.F.2
  • 20
    • 0003408496 scopus 로고    scopus 로고
    • "UCI Repository of Machine Learning Databases"
    • Dept. of Information and Computer Science, Univ. of California, Irvine
    • C.L. Blake and C.J. Merz, "UCI Repository of Machine Learning Databases," Dept. of Information and Computer Science, Univ. of California, Irvine, http://www.ics.uci.edu/mlearn/MLRepository.html, 1998.
    • (1998)
    • Blake, C.L.1    Merz, C.J.2
  • 21
    • 0033350105 scopus 로고    scopus 로고
    • "Training Algorithm with Incomplete Data for Feed-Forward Neural Networks"
    • S.Y. Yoon and S.Y. Lee, "Training Algorithm with Incomplete Data for Feed-Forward Neural Networks," Neural Processing Letters, vol. 10, pp. 171-179, 1999.
    • (1999) Neural Processing Letters , vol.10 , pp. 171-179
    • Yoon, S.Y.1    Lee, S.Y.2
  • 22
    • 0002344794 scopus 로고
    • "Bootstrap Methods: Another Look at the Jackknife"
    • B. Efron, "Bootstrap Methods: Another Look at the Jackknife," The Annals of Statistics, vol. 7, pp. 1-26, 1979.
    • (1979) The Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 24
    • 0031640316 scopus 로고    scopus 로고
    • "An Experimental Evaluation of Different Methods for Handling Missing Inputs"
    • M. Fernández and C. Hernández, "An Experimental Evaluation of Different Methods for Handling Missing Inputs," Proc. Int'l Joint Conf. Neural Networks, vol. 2, pp. 1450-1453, 1998.
    • (1998) Proc. Int'l. Joint Conf. Neural Networks , vol.2 , pp. 1450-1453
    • Fernández, M.1    Hernández, C.2
  • 25
    • 0023741546 scopus 로고
    • "Correcting for the Bias Caused by Drop-Outs in Hypertension Trials"
    • G.D. Murray and J.G. Findlay, "Correcting for the Bias Caused by Drop-Outs in Hypertension Trials," Statistics in Medicine, vol 7, pp. 944-946, 1988.
    • (1988) Statistics in Medicine , vol.7 , pp. 944-946
    • Murray, G.D.1    Findlay, J.G.2
  • 26
    • 2642705010 scopus 로고    scopus 로고
    • "Incomplete Quality of Life Data in Randomized Trials: Missing Forms"
    • D. Curran, G. Molenberghs, P.M. Fayers, and D. Machin, "Incomplete Quality of Life Data in Randomized Trials: Missing Forms," Statistics in Medicine, vol. 17, pp. 697-709, 1998.
    • (1998) Statistics in Medicine , vol.17 , pp. 697-709
    • Curran, D.1    Molenberghs, G.2    Fayers, P.M.3    Machin, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.