메뉴 건너뛰기




Volumn 8, Issue 6, 1997, Pages 301-311

Classification of limonoids and protolimonoids using neural networks

Author keywords

Classification; Limonoids; Neural networks; Nuclear magnetic resonance spectroscopy; Protolimonoids

Indexed keywords

CLASSIFICATION (OF INFORMATION); NUCLEAR MAGNETIC RESONANCE; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY;

EID: 0030832939     PISSN: 09580344     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-1565(199711/12)8:6<301::AID-PCA373>3.0.CO;2-2     Document Type: Article
Times cited : (20)

References (51)
  • 1
    • 85161758972 scopus 로고
    • MSc. Thesis. University of Natal, Durban, South Africa
    • Akerman, L.-A. (1991). MSc. Thesis. University of Natal, Durban, South Africa.
    • (1991)
    • Akerman, L.-A.1
  • 2
    • 0002244266 scopus 로고
    • Nearinfrared spectroscopy and neural networks for resin identification
    • Alam, M. K., Stanton, S. L. and Hebner, G. A. (1994). Nearinfrared spectroscopy and neural networks for resin identification. Spectroscopy, 5, 30-40.
    • (1994) Spectroscopy , vol.5 , pp. 30-40
    • Alam, M.K.1    Stanton, S.L.2    Hebner, G.A.3
  • 3
    • 85161757603 scopus 로고
    • 13C NMR chemical shifts by using artificial neural networks
    • 13C NMR chemical shifts by using artificial neural networks. Anal. Chem. 10, 1157-1164.
    • (1992) Anal. Chem. , vol.10 , pp. 1157-1164
    • Ankers, L.S.1    Jurs, P.C.2
  • 7
    • 0000814863 scopus 로고    scopus 로고
    • 13C NMR spectra of ribonucleosides using linear regression analysis and neural networks
    • 13C NMR spectra of ribonucleosides using linear regression analysis and neural networks. J. Chem. Inf. Comput. Sci. 36, 168-172.
    • (1996) J. Chem. Inf. Comput. Sci. , vol.36 , pp. 168-172
    • Clouser, D.L.1    Jurs, P.C.2
  • 8
    • 44949269494 scopus 로고
    • MSnet: A neural network that classifies mass spectra
    • Curry, B. and Rumelhart, D. E. (1990). MSnet: A neural network that classifies mass spectra. Tetrahedron Comput. Methodol. 3, 213-237.
    • (1990) Tetrahedron Comput. Methodol. , vol.3 , pp. 213-237
    • Curry, B.1    Rumelhart, D.E.2
  • 10
    • 85161747794 scopus 로고
    • An efficient implementation of conjugate gradient method for multilayer neural networks
    • EC2
    • Ehrlich, J. and Eymard, R. (1993). An efficient implementation of conjugate gradient method for multilayer neural networks. Proc. Neural Nimes, EC2.
    • (1993) Proc. Neural Nimes
    • Ehrlich, J.1    Eymard, R.2
  • 12
    • 37049089451 scopus 로고
    • Identifying functional groups in IR spectra using an artificial neural network
    • Fessenden, R. J. and Gyorgyi, L. (1991). Identifying functional groups in IR spectra using an artificial neural network. J. Chem. Soc. Perkin Trans. 2, 1755-1762.
    • (1991) J. Chem. Soc. Perkin Trans. , vol.2 , pp. 1755-1762
    • Fessenden, R.J.1    Gyorgyi, L.2
  • 13
    • 0027974838 scopus 로고
    • Limonoids from the seed of Turraea floribunda
    • Fraser, L.-A., Mulholland, D. A. and Nair, J. J. (1994). Limonoids from the seed of Turraea floribunda. Phytochemistry 35, 455-458.
    • (1994) Phytochemistry , vol.35 , pp. 455-458
    • Fraser, L.-A.1    Mulholland, D.A.2    Nair, J.J.3
  • 14
    • 0029187424 scopus 로고
    • The chemotaxonomic significance of the limonoid, nymania-1, in Turraea obtsifolia
    • Fraser, L.-A. and Mulholland, D. A. and Taylor, D. A. H. (1995). The chemotaxonomic significance of the limonoid, nymania-1, in Turraea obtsifolia. S. Agr. J. Bot. 61, 281-282.
    • (1995) S. Agr. J. Bot. , vol.61 , pp. 281-282
    • Fraser, L.-A.1    Mulholland, D.A.2    Taylor, D.A.H.3
  • 15
    • 85161750158 scopus 로고    scopus 로고
    • Ph.D. Thesis, University of Natal, Durban, South Africa
    • Iourine, I. (1996). Ph.D. Thesis, University of Natal, Durban, South Africa.
    • (1996)
    • Iourine, I.1
  • 19
    • 0025803268 scopus 로고
    • Information-based evaluation criterion for classifier's performance
    • Kluwer Academic, Amsterdam
    • Kononenko, I. and Bratko, I. (1991). Information-based evaluation criterion for classifier's performance. In Machine Learning, Vol. 6, pp. 67-80. Kluwer Academic, Amsterdam.
    • (1991) Machine Learning , vol.6 , pp. 67-80
    • Kononenko, I.1    Bratko, I.2
  • 21
  • 24
    • 0006016907 scopus 로고
    • Practical neural networks aid spectroscopic analysis
    • Lerner, J. M. and Lu, T. (1993). Practical neural networks aid spectroscopic analysis. Photonic Spectra, 93-98.
    • (1993) Photonic Spectra , pp. 93-98
    • Lerner, J.M.1    Lu, T.2
  • 25
    • 0001451674 scopus 로고
    • Comparing the performance of neural networks to well-established methods of multivariate data analysis: The classification of mass spectral data
    • Lohninger, H. and Stand, F. (1992). Comparing the performance of neural networks to well-established methods of multivariate data analysis: the classification of mass spectral data. Fresenius J. Anal. Chem. 344, 186-189.
    • (1992) Fresenius J. Anal. Chem. , vol.344 , pp. 186-189
    • Lohninger, H.1    Stand, F.2
  • 27
    • 0026665783 scopus 로고
    • Interpretation of infrared spectra by artificial neural networks
    • Meyer, M. and Wiegelt, T. (1992). Interpretation of infrared spectra by artificial neural networks, Anal. Chim. Acta. 265, 183-190.
    • (1992) Anal. Chim. Acta. , vol.265 , pp. 183-190
    • Meyer, M.1    Wiegelt, T.2
  • 29
    • 85161784911 scopus 로고
    • MSc. Thesis, University of Natal, Durban, South Africa
    • Monkhe, T. V. (1991). MSc. Thesis, University of Natal, Durban, South Africa.
    • (1991)
    • Monkhe, T.V.1
  • 30
    • 34249927206 scopus 로고
    • Neural network models for infrared spectrum interpretation
    • Munk, M. E., Madison, M. S. and Robb, E. W. (1991). Neural network models for infrared spectrum interpretation. Mikrochim. Acta (Wien). 2, 505-514.
    • (1991) Mikrochim. Acta (Wien) , vol.2 , pp. 505-514
    • Munk, M.E.1    Madison, M.S.2    Robb, E.W.3
  • 31
    • 0030093145 scopus 로고    scopus 로고
    • The neural network as a tool for multispectral interpretation
    • Munk, M. E., Madison, M. S. and Robb, E. W. (1996). The neural network as a tool for multispectral interpretation. J. Chem. Inf. Comput. Sci. 36, 231-239.
    • (1996) J. Chem. Inf. Comput. Sci. , vol.36 , pp. 231-239
    • Munk, M.E.1    Madison, M.S.2    Robb, E.W.3
  • 32
    • 85161752003 scopus 로고
    • MSc. Thesis, University of Natal, Durban, South Africa
    • Nair, J. J. (1994). MSc. Thesis, University of Natal, Durban, South Africa.
    • (1994)
    • Nair, J.J.1
  • 35
  • 36
    • 0026408191 scopus 로고
    • Decoupled extended Kalman filter training of feedforward layered networks
    • IEEE
    • Puskorius, G. and Feldkamp, L. (1991). Decoupled extended Kalman filter training of feedforward layered networks. Proc. IJCNN, IEEE.
    • (1991) Proc. IJCNN
    • Puskorius, G.1    Feldkamp, L.2
  • 37
    • 0000036853 scopus 로고
    • Neural network approach to structural feature recognition from infrared spectra
    • Ricard. D., Cachet, C., Cabrol-Bass, D. and Forrest, T. P. (1993). Neural network approach to structural feature recognition from infrared spectra. J. Chem. Inf. Comput. Sci. 33, 202-210.
    • (1993) J. Chem. Inf. Comput. Sci. , vol.33 , pp. 202-210
    • Ricard, D.1    Cachet, C.2    Cabrol-Bass, D.3    Forrest, T.P.4
  • 38
    • 34249961689 scopus 로고
    • A neural network approach to infrared spectrum interpretation
    • Robb, E. W. and Munk, M. E. (1990). A neural network approach to infrared spectrum interpretation. Mikrochim. Acta (Wien). 1, 131-155.
    • (1990) Mikrochim. Acta (Wien) , vol.1 , pp. 131-155
    • Robb, E.W.1    Munk, M.E.2
  • 39
    • 85161752969 scopus 로고
    • MSc. Thesis. University of Natal, Durban, South Africa
    • Roberts, S. (1994). MSc. Thesis. University of Natal, Durban, South Africa.
    • (1994)
    • Roberts, S.1
  • 41
    • 0027817567 scopus 로고
    • Drift correction for pattern classification with neural networks
    • Smits, J. R. M., Melssen, W. J., Derksen, M. W. J. and Kateman, G. (1993). Drift correction for pattern classification with neural networks. Anal. Chim. Acta. 284, 91-105.
    • (1993) Anal. Chim. Acta. , vol.284 , pp. 91-105
    • Smits, J.R.M.1    Melssen, W.J.2    Derksen, M.W.J.3    Kateman, G.4
  • 43
    • 0001451230 scopus 로고
    • Neural network system for the identification of infrared spectra
    • Tanabe, K., Tamura, T. and Uesaka, H. (1992). Neural network system for the identification of infrared spectra. Appl. Spectrosc. 46, 807-810.
    • (1992) Appl. Spectrosc. , vol.46 , pp. 807-810
    • Tanabe, K.1    Tamura, T.2    Uesaka, H.3
  • 44
    • 0002265550 scopus 로고
    • The chemistry of the limonoids from Meliaceae
    • Springer Verlag, Heidelberg
    • Taylor, D. A. H. (1984). The chemistry of the limonoids from Meliaceae. Prog. Chem. Org. Nat. Prod. 45, pp. 1-30, Springer Verlag, Heidelberg.
    • (1984) Prog. Chem. Org. Nat. Prod. , vol.45 , pp. 1-30
    • Taylor, D.A.H.1
  • 45
    • 45249126136 scopus 로고
    • 1H NMR spectra of super alditols using neural networks
    • 1H NMR spectra of super alditols using neural networks. J. Magn. Reson. 84, 212-217.
    • (1989) J. Magn. Reson. , vol.84 , pp. 212-217
    • Thomson, J.U.1    Meyer, B.2
  • 47
    • 33751391728 scopus 로고
    • Automatic interpretation of infrared spectra: Recognition of aromatic substitution patterns using neural networks
    • Weigel, U.-M. and Herges, R. (1992). Automatic interpretation of infrared spectra: recognition of aromatic substitution patterns using neural networks. J. Chem. Inf. Comput. Sci. 32, 723-731.
    • (1992) J. Chem. Inf. Comput. Sci. , vol.32 , pp. 723-731
    • Weigel, U.-M.1    Herges, R.2
  • 49
    • 0024125983 scopus 로고
    • Backpropagation: Past and Future
    • New York, USA
    • Werbos, P. J. (1988). Backpropagation: Past and Future: Proc. IEEE Intl. Conf. Neural Networks, Vol. I, pp. 343-353, New York, USA.
    • (1988) Proc. IEEE Intl. Conf. Neural Networks , vol.1 , pp. 343-353
    • Werbos, P.J.1
  • 50
    • 0025708936 scopus 로고
    • Spectral peak verification and recognition using a multilayered neural network
    • Wythoff, B. J., Levine, S. P. and Tomellini, S. A. (1990). Spectral peak verification and recognition using a multilayered neural network. Anal. Chem. 62, 2702-2709.
    • (1990) Anal. Chem. , vol.62 , pp. 2702-2709
    • Wythoff, B.J.1    Levine, S.P.2    Tomellini, S.A.3
  • 51
    • 0025732436 scopus 로고
    • A new method for solving chemical problems or just a passing phase?
    • Zupan, J. and Gasteiger, J. (1991). A new method for solving chemical problems or just a passing phase? Anal. Chim. Acta. 248, 1-30.
    • (1991) Anal. Chim. Acta. , vol.248 , pp. 1-30
    • Zupan, J.1    Gasteiger, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.