Classification of 6 durum wheat cultivars from Sicily (Italy) using artificial neural networks

Chemometrics and Intelligent Laboratory Systems

Volumn 90, Issue 1, 2008, Pages 1-7

  Marini, Federico ^a   Bucci, Remo ^a   Magrì, Antonio L ^a   Magrì, Andrea D ^a   Acquistucci, Rita ^b   Francisci, Roberta ^b  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b ISTITUTO NAZIONALE DELLA NUTRIZIONE   (Italy)

Author keywords

Artificial neural networks; Backpropagation; Counterpropagation; Durum wheat; Pattern recognition

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; CHEMOMETRICS; COMPARATIVE STUDY; ITALY; MATHEMATICAL COMPUTING; POSITIVE FEEDBACK; PREDICTION; PRIORITY JOURNAL; VALIDATION PROCESS; WHEAT;

EID: 36749091738     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2007.06.009     Document Type: Article

References (30)

1. D'Egidio M.G. Colloq. INRA 99 (2001) 93
2. Ammar K., Kronstad W.E., and Morris C.F. Cereal Chem. 77 (2000) 230
3. He G.Y., Rooke L., Steele S., Bekes F., Gras P., Tatham A.S., Fido R., Barcelo P., Shewry P.R., and Lazzeri P.A. Mol. Breed. 5 (1999) 377
4. Ames N.P., Clarke J.M., Marchylo B.A., Dexter J.E., and Woods S.M. Cereal Chem. 76 (1999) 582
5. Pena-Valdivia C.B., and Salazar-Zazueta A. J. Food Sci. Technol. 34 (1997) 516
6. Sissons M. Chem. Aust. 66 (1999) 13
7. Dexter J.E., and Matsuo R.R. Can. J. Plant Sci. 57 (1977) 717
8. Fidan H. Qual. Quant. 38 (2004) 319
9. Lee M., Lerohl M., and Unterschultz J. Int. Food Agribus. Manage. Rev. 3 (2000) 353
10. Hentschel V., Kranl K., Hollmann J., Lindhauer M.G., Boehm V., and Bitsch R. J. Agric. Food Chem. 50 (2002) 6663
11. Fratianni A., Irano M., Panfili G., and Acquistucci R. J. Agric. Food Chem. 53 (2005) 2373
12. Acquistucci R. Lebensm.-Wiss. Technol. 33 (2000) 48
13. Acquistucci R., Marconi E., and Panfili G. In: Sontag G., and Pfannhauser W. (Eds). Current status and Future Trends in Analytical Food Chemistry, Procedings of the European Conference on Food Chemistry, 8th, Vienna, Sept.18-20, 1995 (1995), Austrian Chemical Society, Vienna, Austria 211-214
14. Lerner S.E., Cogliatti M., Ponzio N.R., Seghezzo M.L., Molfese E.R., and Rogers W.J. J. Cereal Sci. 40 (2004) 161
15. Gianibelli M.C., Larroque O.R., De Ambrogio E., and Lafiandra D. Spec. Publ. - R. Soc. Chem. 295 (2004) 81
16. Prasad S.V.S., Rao V.S., and Pandey H.N. Indian J. Genet. Plant Breed. 63 (2003) 307
17. Tarekegne A., and Labuschagne M.T. J. Agron. Crop Sci. 191 (2005) 300
18. Clarke J.M. Colloq. INRA 99 (2001) 27
19. Delfine S., Tognetti R., Desiderio E., and Alvino A. Agron. Sustain. Dev. 25 (2005) 183
20. F. Marini, R. Bucci, A.L. Magrì, A.D. Magrì, R. Acquistucci, R. Francisci, J. Agric. Food Chem. (submitted for publication).
21. National Institute for Food and Nutrition Research. Monitoraggio sul valore tecnologico-qualitativo delle varietà di frumento coltivate in Italia: anni 1992-2004 (2005), INRAN, Rome, Italy
22. AOAC. Official Methods of Analysis. 17td ed. (2000), AOAC International, Gaithersburg, MD
23. Zupan J., and Gasteiger J. Neural Networks in Chemistry and Drug Design. 2nd ed. (1999), Wiley, Weinheim, Germany
24. Zupan J., Novic M., and Ruisanchez I. Chemometr. Intell. Lab. Syst. 38 (1997) 1-23
25. Rumelhart D.E., Hinton G.E., and Williams R.J. In: Rumelhart D.E., and McClelland J.L. (Eds). Microstructures of Cognition vol. 1 (1986), MIT Press, Cambridge, MA 318-362
26. Bridle J.S. F. Fougelman-Soulie, J. Hérault. Neuro-Computing: Algorithms, Architectures and Applications (1989), Springer-Verlag, Berlin, Germany 227-236
27. Rajer-Randuč K., Zupan J., and Majcen N. Chemometr. Intell. Lab. Syst. 65 (2003) 221-229
28. Duda R.O., Hart P.E., and Stock D.G. Pattern Classification. 2nd ed. (2001), Wiley, New York, NY
29. Wu W., Walczak B., Massart D.L., Heuerding S., Erni F., Last I.R., and Pebble K.A. Chemometr. Intell. Lab. Syst. 33 (1996) 35-46
30. Goutte C. Neural Comput. 9 (1997) 1211-1215