메뉴 건너뛰기




Volumn 241, Issue , 2013, Pages 58-69

Feature selection for classification of animal feed ingredients from near infrared microscopy spectra

Author keywords

Feature selection; Ingredient discrimination; Interval selection; Near infrared; Spectroscopy; Variable selection

Indexed keywords

BOVINE SPONGIFORM ENCEPHALOPATHY; INGREDIENT DISCRIMINATION; INTERVAL SELECTION; NEAR INFRA-RED REFLECTANCES; NEAR INFRARED; NEAR-INFRARED MICROSCOPIES; SPECTRAL INFORMATION; VARIABLE SELECTION;

EID: 84878249273     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.03.054     Document Type: Article
Times cited : (9)

References (35)
  • 1
    • 69549084436 scopus 로고    scopus 로고
    • Feature selection via boolean independent component analysis
    • B. Apollonia, S. Bassisa, and A. Brega Feature selection via boolean independent component analysis Information Sciences 179 2009 3815 3831
    • (2009) Information Sciences , vol.179 , pp. 3815-3831
    • Apollonia, B.1    Bassisa, S.2    Brega, A.3
  • 2
    • 34250357173 scopus 로고    scopus 로고
    • A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets
    • D. Chen, C. Wang, and Q. Hu A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets Information Sciences 17 2007 3500 3518
    • (2007) Information Sciences , vol.17 , pp. 3500-3518
    • Chen, D.1    Wang, C.2    Hu, Q.3
  • 6
    • 0038773928 scopus 로고    scopus 로고
    • Regulation, EC 999/2001 of the European Parliament and of the Council laying down rules for the prevention, control and eradication of certain transmissible spongiform encephalopathies
    • European Commission Regulation, EC 999/2001 of the European Parliament and of the Council laying down rules for the prevention, control and eradication of certain transmissible spongiform encephalopathies Official Journal of the European Communities 147 2001 1 40
    • (2001) Official Journal of the European Communities , vol.147 , pp. 1-40
    • Commission, E.1
  • 7
    • 27644547062 scopus 로고    scopus 로고
    • Commission Directive 2003/126/EC of 23 December 2003 on the analytical method for the determination of constituents of animal origin for the official control of feedingstuffs
    • European Commission Commission Directive 2003/126/EC of 23 December 2003 on the analytical method for the determination of constituents of animal origin for the official control of feedingstuffs Official Journal of the European Communities 339 2003 78 84
    • (2003) Official Journal of the European Communities , vol.339 , pp. 78-84
    • Commission, E.1
  • 10
    • 77649187048 scopus 로고    scopus 로고
    • Development and validation of near infrared microscopy spectral libraries of ingredients in animal feed as a first step to adopting traceability and authenticity as guarantors of food safety
    • V. Fernández-Ibáñez, T. Fearn, A. Soldado, and B. de la Roza-Delgado Development and validation of near infrared microscopy spectral libraries of ingredients in animal feed as a first step to adopting traceability and authenticity as guarantors of food safety Food Chemistry 121 2010 871 877
    • (2010) Food Chemistry , vol.121 , pp. 871-877
    • Fernández-Ibáñez, V.1    Fearn, T.2    Soldado, A.3    De La Roza-Delgado, B.4
  • 11
    • 58149287952 scopus 로고    scopus 로고
    • An extension on statistical comparisons of classifiers over multiple data sets for all pairwise comparisons
    • S. GarcÍa, and F. Herrera An extension on statistical comparisons of classifiers over multiple data sets for all pairwise comparisons Journal of Machine Learning Research 9 2008 2677 2694
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 2677-2694
    • García, S.1    Herrera, F.2
  • 13
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • I. Guyon, J. Weston, S. Barnhill, and V. Vapnik Gene selection for cancer classification using support vector machines Machine Learning 46 2002 389 422
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 14
    • 2442705696 scopus 로고    scopus 로고
    • Genetic wrappers for feature selection in decision tree induction and variable ordering in bayesian network structure learning
    • W. Hsu Genetic wrappers for feature selection in decision tree induction and variable ordering in bayesian network structure learning Information Sciences 163 2004 103 122
    • (2004) Information Sciences , vol.163 , pp. 103-122
    • Hsu, W.1
  • 15
    • 46749140199 scopus 로고    scopus 로고
    • Neighborhood rough set based heterogeneous feature subset selection
    • Q. Hu, D. Yu, J. Liu, and C. Wu Neighborhood rough set based heterogeneous feature subset selection Information Sciences 178 2008 3577 3594
    • (2008) Information Sciences , vol.178 , pp. 3577-3594
    • Hu, Q.1    Yu, D.2    Liu, J.3    Wu, C.4
  • 18
    • 18844432760 scopus 로고    scopus 로고
    • Sequential application of backward interval partial least squares and genetic algorithms for the selection of relevant spectral regions
    • R. Leardi, and L. Nrgaard Sequential application of backward interval partial least squares and genetic algorithms for the selection of relevant spectral regions Journal of Chemometrics 18 2004 486 497
    • (2004) Journal of Chemometrics , vol.18 , pp. 486-497
    • Leardi, R.1    Nrgaard, L.2
  • 21
    • 64749086339 scopus 로고    scopus 로고
    • A wrapper method for feature selection using support vector machines
    • S. Maldonado, and R. Weber A wrapper method for feature selection using support vector machines Information Sciences 179 2009 2208 2217
    • (2009) Information Sciences , vol.179 , pp. 2208-2217
    • Maldonado, S.1    Weber, R.2
  • 22
    • 0035729346 scopus 로고    scopus 로고
    • Use of discriminant analysis on visible and near infrared reflectance spectra to detect adulteration of fishmeal with meat and bone meal
    • I. Murray, L.S. Aucott, and I.H. Pike Use of discriminant analysis on visible and near infrared reflectance spectra to detect adulteration of fishmeal with meat and bone meal Journal of Near Infrared Spectroscopy 9 2001
    • (2001) Journal of Near Infrared Spectroscopy , vol.9
    • Murray, I.1    Aucott, L.S.2    Pike, I.H.3
  • 23
    • 14944382803 scopus 로고    scopus 로고
    • Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds
    • J.A. Pierna, V. Baeten, A.M. Renier, R.P. Cogdill, and P. Dardenne Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds Journal of Chemometrics 18 2004 341 349
    • (2004) Journal of Chemometrics , vol.18 , pp. 341-349
    • Pierna, J.A.1    Baeten, V.2    Renier, A.M.3    Cogdill, R.P.4    Dardenne, P.5
  • 30
    • 0141716301 scopus 로고    scopus 로고
    • Spectra-structure correlations in the near-infrared
    • Wiley UK
    • L. Weyer, and S.C. Lo Spectra-structure correlations in the near-infrared Handbook of Vibrational Spectroscopy vol. 3 2001 Wiley UK 1817 1837
    • (2001) Handbook of Vibrational Spectroscopy , vol.3 , pp. 1817-1837
    • Weyer, L.1    Lo, S.C.2
  • 31
    • 0015125457 scopus 로고
    • A direct method of nonparametric measurement selection
    • A. Whitney A direct method of nonparametric measurement selection IEEE Transactions on Computers C-20 1971 1100 1103
    • (1971) IEEE Transactions on Computers , vol.20 C , pp. 1100-1103
    • Whitney, A.1
  • 33
    • 45849092954 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set models
    • Y. Yao, and Y. Zhao Attribute reduction in decision-theoretic rough set models Information Sciences 178 2008 3356 3373
    • (2008) Information Sciences , vol.178 , pp. 3356-3373
    • Yao, Y.1    Zhao, Y.2
  • 34
    • 67650995440 scopus 로고    scopus 로고
    • Feature selection for multi-label naive Bayes classification
    • M. Zhang, J. Peña, and V. Robles Feature selection for multi-label naive Bayes classification Information Sciences 179 2009 3218 3229
    • (2009) Information Sciences , vol.179 , pp. 3218-3229
    • Zhang, M.1    Peña, J.2    Robles, V.3
  • 35
    • 45849111442 scopus 로고    scopus 로고
    • On fuzzy approximation operators in attribute reduction with fuzzy rough sets
    • S. Zhao, and E. Tsang On fuzzy approximation operators in attribute reduction with fuzzy rough sets Information Sciences 178 2007 3163 3176
    • (2007) Information Sciences , vol.178 , pp. 3163-3176
    • Zhao, S.1    Tsang, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.