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Volumn , Issue , 2016, Pages 103-113

Rice and the Electronic Nose

Author keywords

Electronic nose; Error estimation; K NN; MLP; RBF; Rice classification; SVM

Indexed keywords

ELECTRONIC EQUIPMENT; ERROR ANALYSIS; ERRORS; MULTIVARIANT ANALYSIS; NEAREST NEIGHBOR SEARCH; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES;

EID: 84967195478     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-0-12-800243-8.00011-1     Document Type: Chapter
Times cited : (10)

References (60)
  • 1
    • 79955536799 scopus 로고    scopus 로고
    • An electronic nose system for aromatic rice classification
    • Abdullah A.H. An electronic nose system for aromatic rice classification. Sens. Lett. 2011, 9:1-6.
    • (2011) Sens. Lett. , vol.9 , pp. 1-6
    • Abdullah, A.H.1
  • 3
    • 0242306134 scopus 로고    scopus 로고
    • A review of digital data acquisition hardware and software for a portable electronic nose
    • Arshak K., Lyons G.M., Cunniffe C., Harris J., Clifford S. A review of digital data acquisition hardware and software for a portable electronic nose. Sensor Rev. 2003, 23(4):332-344.
    • (2003) Sensor Rev. , vol.23 , Issue.4 , pp. 332-344
    • Arshak, K.1    Lyons, G.M.2    Cunniffe, C.3    Harris, J.4    Clifford, S.5
  • 4
    • 0034564603 scopus 로고    scopus 로고
    • Artificial neural networks: fundamentals, computing, design, and application
    • Basheer I.A., Hajmeer M. Artificial neural networks: fundamentals, computing, design, and application. J. Microbiol. Meth. 2000, 43(1):3-31.
    • (2000) J. Microbiol. Meth. , vol.43 , Issue.1 , pp. 3-31
    • Basheer, I.A.1    Hajmeer, M.2
  • 5
    • 20044381695 scopus 로고    scopus 로고
    • Rice end-use quality analysis
    • 3rd American Association of Cereal Chemists Inc, St. Paul, Minnesota, USA, E.T. Champagne (Ed.)
    • Bergman C.J., Bhattacharya K.K.R., Ohtsubo K. Rice end-use quality analysis. Rice: Chemistry and Technology 2004, 415-472. 3rd American Association of Cereal Chemists Inc, St. Paul, Minnesota, USA. E.T. Champagne (Ed.).
    • (2004) Rice: Chemistry and Technology , pp. 415-472
    • Bergman, C.J.1    Bhattacharya, K.K.R.2    Ohtsubo, K.3
  • 9
    • 48249114690 scopus 로고    scopus 로고
    • Rice aroma and flavor: a literature review
    • Champagne E.T. Rice aroma and flavor: a literature review. Cereal Chem. 2008, 85(5):445-454.
    • (2008) Cereal Chem. , vol.85 , Issue.5 , pp. 445-454
    • Champagne, E.T.1
  • 10
    • 13944280765 scopus 로고    scopus 로고
    • The rice grain and its gross composition
    • American Association of Cereal Chemists Press, Minneapolis, E.T. Champagne (Ed.)
    • Champagne E.T., Wood D.R., Juliano B.O., Bechtel D.B. The rice grain and its gross composition. Rice Chemistry and Technology 2004, 77-107. American Association of Cereal Chemists Press, Minneapolis. E.T. Champagne (Ed.).
    • (2004) Rice Chemistry and Technology , pp. 77-107
    • Champagne, E.T.1    Wood, D.R.2    Juliano, B.O.3    Bechtel, D.B.4
  • 12
    • 57049179766 scopus 로고    scopus 로고
    • Badh2, encoding betaine aldehyde dehydrogenase, inhibits the biosynthesis of 2-acetyl-1-pyrroline, a major component in rice fragrance
    • Chen S., Yang Y., Shi W., Ji Q., He F., Zhang Z., Cheng Z., Liu X., Xu M. Badh2, encoding betaine aldehyde dehydrogenase, inhibits the biosynthesis of 2-acetyl-1-pyrroline, a major component in rice fragrance. Plant Cell 2008, 20(7):1850-1861.
    • (2008) Plant Cell , vol.20 , Issue.7 , pp. 1850-1861
    • Chen, S.1    Yang, Y.2    Shi, W.3    Ji, Q.4    He, F.5    Zhang, Z.6    Cheng, Z.7    Liu, X.8    Xu, M.9
  • 14
    • 0035053232 scopus 로고    scopus 로고
    • Identification and classification of aromatic rices based on DNA fingerprinting
    • Choudhury P.R., Kohli S., Srinivasan K., Mohapatra T., Sharma R.P. Identification and classification of aromatic rices based on DNA fingerprinting. Euphytica 2001, 118(3):243-251.
    • (2001) Euphytica , vol.118 , Issue.3 , pp. 243-251
    • Choudhury, P.R.1    Kohli, S.2    Srinivasan, K.3    Mohapatra, T.4    Sharma, R.P.5
  • 15
    • 0010835921 scopus 로고
    • Effect of temperature during grain development on the performance and stability of cooking quality component of rice
    • Dela Cruz N., Kumar I., Kaushik R.P., Khush G.S. Effect of temperature during grain development on the performance and stability of cooking quality component of rice. JPN J. Breed 1989, 39:299-306.
    • (1989) JPN J. Breed , vol.39 , pp. 299-306
    • Dela Cruz, N.1    Kumar, I.2    Kaushik, R.P.3    Khush, G.S.4
  • 17
    • 84931594430 scopus 로고    scopus 로고
    • The international rice trade: structure, conduct and performance
    • Resources for the Future Press for the International Rice Research Institute, Los Baños, Philippines, S. Pandey, D. Byerlee, D. Dawe, A. Dobermann, S. Mohanty, S. Rozelle, B. Hardy (Eds.)
    • Dorosh P.A., Wailes E. The international rice trade: structure, conduct and performance. Rice in the Global Economy: Strategic Research and Policy Issues for Food Security 2010, 359-378. Resources for the Future Press for the International Rice Research Institute, Los Baños, Philippines. S. Pandey, D. Byerlee, D. Dawe, A. Dobermann, S. Mohanty, S. Rozelle, B. Hardy (Eds.).
    • (2010) Rice in the Global Economy: Strategic Research and Policy Issues for Food Security , pp. 359-378
    • Dorosh, P.A.1    Wailes, E.2
  • 19
    • 0028385348 scopus 로고
    • A brief history of electronic noses
    • Gardner J.W., Bartlett P.N. A brief history of electronic noses. Sensor. Actuat. B 1994, 18-19(1-3):211-220.
    • (1994) Sensor. Actuat. B , vol.18-19 , Issue.1-3 , pp. 211-220
    • Gardner, J.W.1    Bartlett, P.N.2
  • 21
    • 34347380878 scopus 로고    scopus 로고
    • Use and misuse of supervised pattern recognition methods for interpreting compositional data
    • González A.G. Use and misuse of supervised pattern recognition methods for interpreting compositional data. J. Chromatogr. A 2007, 1158:215-225.
    • (2007) J. Chromatogr. A , vol.1158 , pp. 215-225
    • González, A.G.1
  • 22
    • 84896752352 scopus 로고    scopus 로고
    • The research on the application of electronic nose in discriminate the rice varieties
    • Huichun Y., MiaoJuan M., Yong Y. The research on the application of electronic nose in discriminate the rice varieties. ICAMechS, IEEE 2013, 449-454.
    • (2013) ICAMechS, IEEE , pp. 449-454
    • Huichun, Y.1    MiaoJuan, M.2    Yong, Y.3
  • 26
    • 0346958181 scopus 로고    scopus 로고
    • Milled rice oxidation volatiles and odor development
    • Lam H.S., Proctor A. Milled rice oxidation volatiles and odor development. J. Food Sci. 2003, 68:2676-2681.
    • (2003) J. Food Sci. , vol.68 , pp. 2676-2681
    • Lam, H.S.1    Proctor, A.2
  • 27
    • 56449088892 scopus 로고    scopus 로고
    • Discrimination of plant volatile signatures by an electronic nose: a potential technology for plant pest and disease monitoring
    • Laothawornkitkul J., Moore J.P., Taylor J.E., Possell M., Gibson T.D., Hewitt C.N., Paul N.D. Discrimination of plant volatile signatures by an electronic nose: a potential technology for plant pest and disease monitoring. Environ. Sci. Technol. 2008, 42(22):8433-8439.
    • (2008) Environ. Sci. Technol. , vol.42 , Issue.22 , pp. 8433-8439
    • Laothawornkitkul, J.1    Moore, J.P.2    Taylor, J.E.3    Possell, M.4    Gibson, T.D.5    Hewitt, C.N.6    Paul, N.D.7
  • 28
    • 0038355910 scopus 로고    scopus 로고
    • Olfaction: a review-update no.5
    • Leffingwell J.C. Olfaction: a review-update no.5. Leffingwell Rep. 2002, 2(1):1-34.
    • (2002) Leffingwell Rep. , vol.2 , Issue.1 , pp. 1-34
    • Leffingwell, J.C.1
  • 29
    • 84967002738 scopus 로고    scopus 로고
    • Cyranose C320 Application Note.
    • Li, J., 2000. Discrimination of Two Basmati Rice, Cyranose C320 Application Note. http://www.cyranosciences.com/.
    • (2000) Discrimination of Two Basmati Rice
    • Li, J.1
  • 31
    • 50949103962 scopus 로고    scopus 로고
    • Enrichment sampling methods for wine discrimination with gas sensors
    • Lozano J., Santos J.P., Horrillo M.C. Enrichment sampling methods for wine discrimination with gas sensors. J. Food Compos. Anal. 2008, 21(8):716-723.
    • (2008) J. Food Compos. Anal. , vol.21 , Issue.8 , pp. 716-723
    • Lozano, J.1    Santos, J.P.2    Horrillo, M.C.3
  • 32
    • 79251641870 scopus 로고    scopus 로고
    • Electronic nose technology and its applications
    • Mahmoudi E. Electronic nose technology and its applications. Sensor Transducers J. 2009, 107(8):17-25.
    • (2009) Sensor Transducers J. , vol.107 , Issue.8 , pp. 17-25
    • Mahmoudi, E.1
  • 33
    • 67449107125 scopus 로고    scopus 로고
    • Marker assisted backcross breeding to improve cooking quality traits in Myanmar rice cultivar
    • Manawthukha M.Y. Marker assisted backcross breeding to improve cooking quality traits in Myanmar rice cultivar. Field Crop. Res. 2005, 113:178-186.
    • (2005) Field Crop. Res. , vol.113 , pp. 178-186
    • Manawthukha, M.Y.1
  • 34
    • 7444253394 scopus 로고    scopus 로고
    • Volatile component analysis of commercially milled head and broken rice
    • Monscoor M.A., Proctorc A. Volatile component analysis of commercially milled head and broken rice. J. Food Sci. 2004, 69:632-636.
    • (2004) J. Food Sci. , vol.69 , pp. 632-636
    • Monscoor, M.A.1    Proctorc, A.2
  • 37
    • 33244490274 scopus 로고    scopus 로고
    • The analysis of sensor array data with various pattern recognition techniques
    • Patrycja C., Wojciech W. The analysis of sensor array data with various pattern recognition techniques. Sensor. Actuat. B 2006, 114:85-93.
    • (2006) Sensor. Actuat. B , vol.114 , pp. 85-93
    • Patrycja, C.1    Wojciech, W.2
  • 39
    • 33748611921 scopus 로고    scopus 로고
    • Ensemble based systems in decision making
    • Polikar R. Ensemble based systems in decision making. Circuits Syst. Mag. IEEE 2006, 6(3):21-45.
    • (2006) Circuits Syst. Mag. IEEE , vol.6 , Issue.3 , pp. 21-45
    • Polikar, R.1
  • 41
    • 84860504202 scopus 로고    scopus 로고
    • Power comparisons of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors and Anderson-Darling tests
    • Razali N.M., Wah Y.B. Power comparisons of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors and Anderson-Darling tests. J. Stat. Model. Anal. 2011, 2(1):21-33.
    • (2011) J. Stat. Model. Anal. , vol.2 , Issue.1 , pp. 21-33
    • Razali, N.M.1    Wah, Y.B.2
  • 42
    • 0033662122 scopus 로고    scopus 로고
    • Genetic and genotype environment interaction effects from embryo, endosperm, cytoplasm and maternal plant for rice grain shape traits of Indica rice
    • Shi C.H., Zhu J., Wu J., Fan L.G. Genetic and genotype environment interaction effects from embryo, endosperm, cytoplasm and maternal plant for rice grain shape traits of Indica rice. Field Crop. Res. 2000, 68(3):191-198.
    • (2000) Field Crop. Res. , vol.68 , Issue.3 , pp. 191-198
    • Shi, C.H.1    Zhu, J.2    Wu, J.3    Fan, L.G.4
  • 44
    • 84911446455 scopus 로고    scopus 로고
    • Mass spectrometry-based electric nose system for assessing rice quality during storage at different temperatures
    • Sung J., Kim B.K., Kim B.S., Kim Y.S. Mass spectrometry-based electric nose system for assessing rice quality during storage at different temperatures. J. Stored Prod. Res. 2014, 59:204-208.
    • (2014) J. Stored Prod. Res. , vol.59 , pp. 204-208
    • Sung, J.1    Kim, B.K.2    Kim, B.S.3    Kim, Y.S.4
  • 45
    • 0342871690 scopus 로고    scopus 로고
    • Introduction to multi-layer feed-forward neural networks
    • Svozil D., Kvasnicka V., Pospichal J. Introduction to multi-layer feed-forward neural networks. Chemometr. Intell. Lab. 1997, 39(1):43-62.
    • (1997) Chemometr. Intell. Lab. , vol.39 , Issue.1 , pp. 43-62
    • Svozil, D.1    Kvasnicka, V.2    Pospichal, J.3
  • 46
    • 0346127059 scopus 로고    scopus 로고
    • Rice in 2000 A.D
    • APC Publications, New Delhi, India, Y.P. Abrol, S. Gadgil (Eds.)
    • Swaminathan M.S. Rice in 2000 A.D. Rice in a Variable Climate 1999, 217-238. APC Publications, New Delhi, India. Y.P. Abrol, S. Gadgil (Eds.).
    • (1999) Rice in a Variable Climate , pp. 217-238
    • Swaminathan, M.S.1
  • 47
    • 84879467587 scopus 로고    scopus 로고
    • Artificial sniffing based on induced temporary disturbance of gas sensor response
    • Szczurek A., Maciejewska M. Artificial sniffing based on induced temporary disturbance of gas sensor response. Sensor. Actuat. B 2013, 186:109-116.
    • (2013) Sensor. Actuat. B , vol.186 , pp. 109-116
    • Szczurek, A.1    Maciejewska, M.2
  • 48
    • 3242718832 scopus 로고    scopus 로고
    • Analysis of the tastes of brown rice and milled rice with different milling yields using a taste sensing system
    • Tran T.U., Suzuki K., Okadome H., Homma S., Ohtsubo K. Analysis of the tastes of brown rice and milled rice with different milling yields using a taste sensing system. Food Chem. 2004, 88:557-566.
    • (2004) Food Chem. , vol.88 , pp. 557-566
    • Tran, T.U.1    Suzuki, K.2    Okadome, H.3    Homma, S.4    Ohtsubo, K.5
  • 49
    • 66349087011 scopus 로고    scopus 로고
    • Odour classification system for continuous monitoring applications
    • Trincavelli M., Coradeschi S., Loutfi A. Odour classification system for continuous monitoring applications. Sensor. Actuat. B 2009, 139(2):265-273.
    • (2009) Sensor. Actuat. B , vol.139 , Issue.2 , pp. 265-273
    • Trincavelli, M.1    Coradeschi, S.2    Loutfi, A.3
  • 50
    • 68149104313 scopus 로고    scopus 로고
    • Rice: global trade, protectionist policies, and the impact of trade liberalization
    • World Bank, Washington, DC, M.A. Aksoy, J.C. Beghin (Eds.)
    • Wailes E.J. Rice: global trade, protectionist policies, and the impact of trade liberalization. Global Agricultural Trade and Developing Countries 2005, 177-194. World Bank, Washington, DC, http://siteresources.worldbank.org/INTPROSPECTS/Resources/GATChapter10.pdf. M.A. Aksoy, J.C. Beghin (Eds.).
    • (2005) Global Agricultural Trade and Developing Countries , pp. 177-194
    • Wailes, E.J.1
  • 51
    • 84897966311 scopus 로고    scopus 로고
    • Paddy and maize moldy status characterization using electronic nose
    • Wang M., Du J., Zhao M., Huang J., Chen D., Hui G. Paddy and maize moldy status characterization using electronic nose. J. Food Meas. Charac. 2014, 8(1):54-60.
    • (2014) J. Food Meas. Charac. , vol.8 , Issue.1 , pp. 54-60
    • Wang, M.1    Du, J.2    Zhao, M.3    Huang, J.4    Chen, D.5    Hui, G.6
  • 52
    • 0001024543 scopus 로고    scopus 로고
    • Comparative studies on volatile components of nonfragrant and fragrant rices
    • Widjaja R., Craske J.D., Wootton M. Comparative studies on volatile components of nonfragrant and fragrant rices. J. Sci. Food Agric. 1996, 70:151-161.
    • (1996) J. Sci. Food Agric. , vol.70 , pp. 151-161
    • Widjaja, R.1    Craske, J.D.2    Wootton, M.3
  • 53
    • 33645518542 scopus 로고    scopus 로고
    • Chemical sensors for portable, handheld field instruments
    • Wilson D.M., Hoyt S., Janata J., Booksh K., Obando L. Chemical sensors for portable, handheld field instruments. IEEE J. Sensor. 2001, 1(4):256-274.
    • (2001) IEEE J. Sensor. , vol.1 , Issue.4 , pp. 256-274
    • Wilson, D.M.1    Hoyt, S.2    Janata, J.3    Booksh, K.4    Obando, L.5
  • 54
    • 2442600454 scopus 로고    scopus 로고
    • Effects of drying methods and storage time on the aroma and milling quality of rice (Oryza sativa, L.) cv Khao Dawk Mali 105
    • Wongpornchai S., Dumri K., Jongkaewwattana S., Siri B. Effects of drying methods and storage time on the aroma and milling quality of rice (Oryza sativa, L.) cv Khao Dawk Mali 105. Food Chem. 2004, 87:407-414.
    • (2004) Food Chem. , vol.87 , pp. 407-414
    • Wongpornchai, S.1    Dumri, K.2    Jongkaewwattana, S.3    Siri, B.4
  • 56
    • 3242668788 scopus 로고    scopus 로고
    • Area dependency of 2-acetyl-1-pyrroline content in an aromatic rice variety. Khao Dawk Mali 105
    • Yoshihashi T. Area dependency of 2-acetyl-1-pyrroline content in an aromatic rice variety. Khao Dawk Mali 105. Japan Agric. Res. Quart. 2004, 38:105-109.
    • (2004) Japan Agric. Res. Quart. , vol.38 , pp. 105-109
    • Yoshihashi, T.1
  • 57
    • 42349091243 scopus 로고    scopus 로고
    • Flavor volatiles of rice during cooking analyzed by modified headspace SPME/GC-MS
    • Zeng Z., Zhang H., Chen J.Y., Zhang T., Matsunaga R. Flavor volatiles of rice during cooking analyzed by modified headspace SPME/GC-MS. J. Cereal Chem. 2008, 85(2):140-145.
    • (2008) J. Cereal Chem. , vol.85 , Issue.2 , pp. 140-145
    • Zeng, Z.1    Zhang, H.2    Chen, J.Y.3    Zhang, T.4    Matsunaga, R.5
  • 60
    • 81155152540 scopus 로고    scopus 로고
    • Use of electronic nose technology for identifying rice infestation by Nilaparvata lugens
    • Zhou B., Wang J. Use of electronic nose technology for identifying rice infestation by Nilaparvata lugens. Sensor. Actuat. B 2011, 160(1):15-21.
    • (2011) Sensor. Actuat. B , vol.160 , Issue.1 , pp. 15-21
    • Zhou, B.1    Wang, J.2


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