메뉴 건너뛰기




Volumn 42, Issue 6, 2002, Pages 1443-1449

Bayesian neural networks for aroma classification

Author keywords

[No Author keywords available]

Indexed keywords

AROMATIC COMPOUNDS; FLAVORS; NUMERICAL METHODS; REGRESSION ANALYSIS; STRUCTURE (COMPOSITION);

EID: 0036827082     PISSN: 00952338     EISSN: None     Source Type: Journal    
DOI: 10.1021/ci0202640     Document Type: Article
Times cited : (21)

References (31)
  • 1
    • 0029790266 scopus 로고    scopus 로고
    • The lipocalin protein family: Structure and function
    • Flower, D.R. The lipocalin protein family: structure and function. Biochemical J. 1996, 318, 1-14.
    • (1996) Biochemical J. , vol.318 , pp. 1-14
    • Flower, D.R.1
  • 3
    • 0024121478 scopus 로고
    • Odor binding protein and its mRNA are localized to lateral nasal gland implying a carrier function
    • Pevsner, J.; Hwang, P.M.; Sklar, P.B.; Venable, J.C.; Snyder, S.H. Odor binding protein and its mRNA are localized to lateral nasal gland implying a carrier function. Proc. Natl. Acad. Sci. U.S.A. 1988, 85, 2383-2387.
    • (1988) Proc. Natl. Acad. Sci. U.S.A. , vol.85 , pp. 2383-2387
    • Pevsner, J.1    Hwang, P.M.2    Sklar, P.B.3    Venable, J.C.4    Snyder, S.H.5
  • 4
    • 0026464833 scopus 로고
    • Isolation of two odorant binding proteins from mouse nasal tissue
    • Pes, D.; Dal Monte, M.; Ganni, M.; Pelosi, P. Isolation of two odorant binding proteins from mouse nasal tissue. Comp. Biochem. Physiol. 1992, 103B, 1011-1017.
    • (1992) Comp. Biochem. Physiol. , vol.103 B , pp. 1011-1017
    • Pes, D.1    Dal Monte, M.2    Ganni, M.3    Pelosi, P.4
  • 5
    • 0031701117 scopus 로고    scopus 로고
    • Amino acid sequence, post translational modifications, binding and labeling of porcine odorant binding protein
    • Paolini, S.; Scaloni, A.; Amoresano, A.; Marchese, S.; Napolitano, E.; Pelosi, P. Amino acid sequence, post translational modifications, binding and labeling of porcine odorant binding protein. Chem. Senses, 1998, 23, 689-698.
    • (1998) Chem. Senses , vol.23 , pp. 689-698
    • Paolini, S.1    Scaloni, A.2    Amoresano, A.3    Marchese, S.4    Napolitano, E.5    Pelosi, P.6
  • 7
    • 0025825726 scopus 로고
    • A novel multigene family may encode odorant receptors: A molecular basis for odor recognition
    • Buck, L.; Axel, R. A novel multigene family may encode odorant receptors: a molecular basis for odor recognition. Cell 1991, 65, 175-187.
    • (1991) Cell , vol.65 , pp. 175-187
    • Buck, L.1    Axel, R.2
  • 8
    • 0033525727 scopus 로고    scopus 로고
    • Combinatorial receptor codes for odors
    • Malnic, B.; Hirono, J.; Sato, T.; Buck, L.B. Combinatorial Receptor Codes for Odors. Cell 1999, 96, 713-723.
    • (1999) Cell , vol.96 , pp. 713-723
    • Malnic, B.1    Hirono, J.2    Sato, T.3    Buck, L.B.4
  • 9
    • 0024716284 scopus 로고
    • Atomic physicochemical parameters for three-dimensional structure directed quantitative structure - Activity relationships. 4: Additional parameters for hydrophobic and dispersive interactions and their application for an automated superposition of certain naturally occurring nucleoside antibiotics
    • Viswanadhan, V.N.; Ghose, A.K.; Revankar, G.R.; Robins, R.K. Atomic Physicochemical Parameters for Three-Dimensional Structure Directed Quantitative Structure - Activity Relationships. 4. Additional Parameters for Hydrophobic and Dispersive Interactions and Their Application for an Automated Superposition of Certain Naturally Occurring Nucleoside Antibiotics. J. Chem. Inf. Comput. Sci. 1989, 29, 163-172.
    • (1989) J. Chem. Inf. Comput. Sci. , vol.29 , pp. 163-172
    • Viswanadhan, V.N.1    Ghose, A.K.2    Revankar, G.R.3    Robins, R.K.4
  • 10
    • 0035899178 scopus 로고    scopus 로고
    • Prediction of the aroma quality and the threshold values of some pyrazines using artificial neural networks
    • Wailzer, B.; Klocker, J.; Buchbauer, G.; Ecker, G.; Wolschann, P. Prediction of the Aroma Quality and the Threshold Values of some Pyrazines using Artificial Neural Networks. J. Med. Chem. 2001, 17, 2805-2813.
    • (2001) J. Med. Chem. , vol.17 , pp. 2805-2813
    • Wailzer, B.1    Klocker, J.2    Buchbauer, G.3    Ecker, G.4    Wolschann, P.5
  • 12
    • 0000786860 scopus 로고
    • Organoleptic properties of some alkyl-substituted alkoxy- and alkylthiopyrazines
    • Parliment, T.H.; Epstein, M.F. Organoleptic Properties of some alkyl-substituted alkoxy- and alkylthiopyrazines. J. Agric. Food Chem. 1973, 21, 714-716.
    • (1973) J. Agric. Food Chem. , vol.21 , pp. 714-716
    • Parliment, T.H.1    Epstein, M.F.2
  • 13
    • 0000135558 scopus 로고
    • Comparative study of flavor properties of thiazole derivatives
    • Pittet, A.O.; Hruza, D.E. Comparative Study of Flavor Properties of Thiazole Derivatives. J. Agric. Food Chem. 1974, 22, 264-269.
    • (1974) J. Agric. Food Chem. , vol.22 , pp. 264-269
    • Pittet, A.O.1    Hruza, D.E.2
  • 15
    • 0001565785 scopus 로고
    • Synthesis of alkoxy-, (alkylthio)-, phenoxy-, and (phenylthio)pyrazines and their olfactive properties
    • Masuda, H.; Mihara, S. Synthesis of Alkoxy-, (Alkylthio)-, Phenoxy-, and (Phenylthio)pyrazines and Their Olfactive Properties. J. Agric. Food Chem. 1986, 34, 377-381.
    • (1986) J. Agric. Food Chem. , vol.34 , pp. 377-381
    • Masuda, H.1    Mihara, S.2
  • 16
    • 0000679711 scopus 로고
    • Odor threshold of some pyrazines
    • Shibamoto, T. Odor Threshold of Some Pyrazines. J. Food Sci. 1986, 51, 1098-1099.
    • (1986) J. Food Sci. , vol.51 , pp. 1098-1099
    • Shibamoto, T.1
  • 17
    • 0000257542 scopus 로고
    • Olfactive properties of alkylpyrazines and 3-substituted 2-alkylpyrazines
    • Masuda, H.; Mihara, S. Olfactive Properties of Alkylpyrazines and 3-Substituted 2-Alkylpyrazines. J. Agric. Food Chem. 1988, 36, 584-587.
    • (1988) J. Agric. Food Chem. , vol.36 , pp. 584-587
    • Masuda, H.1    Mihara, S.2
  • 18
    • 0000386985 scopus 로고
    • Structure-odor relationships for disubstituted pyrazines
    • Mihara, S.; Masuda, H. Structure-Odor Relationships for Disubstituted Pyrazines. J. Agric. Food Chem. 1988, 36, 1242-1247.
    • (1988) J. Agric. Food Chem. , vol.36 , pp. 1242-1247
    • Mihara, S.1    Masuda, H.2
  • 19
    • 0001145757 scopus 로고
    • Olfactive properties of 3-substituted 5-alkyl-2-methylpyrazines
    • Mihara, S.; Masuda, H.; Tateba, H.; Tuda, T. Olfactive Properties of 3-substituted 5-Alkyl-2-methylpyrazines. J. Agric. Food Chem. 1991, 39, 1262-1264.
    • (1991) J. Agric. Food Chem. , vol.39 , pp. 1262-1264
    • Mihara, S.1    Masuda, H.2    Tateba, H.3    Tuda, T.4
  • 20
    • 0002339684 scopus 로고
    • Structure-activity relationships of natural volatile nitrogen compounds
    • Boelens, M.H.; Van Gemert, L.J. Structure-Activity Relationships of Natural Volatile Nitrogen Compounds. Perfum. Flavour 1995, 20, 63-76.
    • (1995) Perfum. Flavour , vol.20 , pp. 63-76
    • Boelens, M.H.1    Van Gemert, L.J.2
  • 21
  • 22
    • 0004297834 scopus 로고    scopus 로고
    • Hypercube Inc.: Gainesville, FL
    • Hyperchem 5.0; Hypercube Inc.: Gainesville, FL, 1997.
    • (1997) Hyperchem 5.0
  • 24
    • 0003779057 scopus 로고    scopus 로고
    • Oxford Molecular, Ltd.: Oxford, England
    • TSAR 3.2; Oxford Molecular, Ltd.: Oxford, England, 1999.
    • (1999) TSAR 3.2
  • 25
    • 0004110827 scopus 로고    scopus 로고
    • Trajan Software Ltd.: Durham, UK
    • Trajan Neural Networks 4.0; Trajan Software Ltd.: Durham, UK, 1999.
    • (1999) Trajan Neural Networks 4.0
  • 26
    • 0025206332 scopus 로고
    • Probabilistic neural networks
    • Specht, D.F. Probabilistic Neural Networks. Neural Networks 1990, 3, 109-118.
    • (1990) Neural Networks , vol.3 , pp. 109-118
    • Specht, D.F.1
  • 27
    • 0026254768 scopus 로고
    • A general regression neural network
    • Specht, D.F. A General Regression Neural Network. IEEE Trans. Neural Networks 1991, 2(6), 568-576.
    • (1991) IEEE Trans. Neural Networks , vol.2 , Issue.6 , pp. 568-576
    • Specht, D.F.1
  • 28
    • 0033074333 scopus 로고    scopus 로고
    • Probabilistic neural networks in bankruptcy prediction
    • Yang, Z.R.; Platt, M.B.; Platt, H.D. Probabilistic Neural Networks in Bankruptcy Prediction. J. Business Res. 1999, 44, 67-74.
    • (1999) J. Business Res. , vol.44 , pp. 67-74
    • Yang, Z.R.1    Platt, M.B.2    Platt, H.D.3
  • 29
    • 0035139570 scopus 로고    scopus 로고
    • Probabilistic neural networks using Bayesian decision strategies and a modified Gompertz model for growth phase classification in the batch culture of Bacillus subtilis
    • Simon, L.; Nazmul Karim, M. Probabilistic neural networks using Bayesian decision strategies and a modified Gompertz model for growth phase classification in the batch culture of Bacillus subtilis. Biochem. Eng. J. 2001, 7, 41-48.
    • (2001) Biochem. Eng. J. , vol.7 , pp. 41-48
    • Simon, L.1    Nazmul Karim, M.2
  • 30
    • 0030283939 scopus 로고    scopus 로고
    • Learning experiments with genetic optimization of a generalized regression neural network
    • Hansen, J.V.; Meservy, R.D. Learning experiments with genetic optimization of a generalized regression neural network. Decision Support Systems 1996, 18, 317-325.
    • (1996) Decision Support Systems , vol.18 , pp. 317-325
    • Hansen, J.V.1    Meservy, R.D.2
  • 31
    • 0035526164 scopus 로고    scopus 로고
    • Search for predictive generic model of aqueous solubility using Bayesian neural nets
    • Bruneau, P. Search for Predictive Generic Model of Aqueous Solubility Using Bayesian Neural Nets. J. Chem. Inf. Comput. Sci. 2001, 41, 1605-1616.
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , pp. 1605-1616
    • Bruneau, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.