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Volumn 5856 LNCS, Issue , 2009, Pages 513-520

The representation of chemical spectral data for classification

Author keywords

Chemometrics; Classification; Dissimilarity representation; Functional data analysis; Pattern recognition; Spectral data

Indexed keywords

CHEMOMETRICS; CLASSIFICATION; DISSIMILARITY REPRESENTATION; FUNCTIONAL DATA ANALYSIS; SPECTRAL DATA;

EID: 78651235396     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10268-4_60     Document Type: Conference Paper
Times cited : (4)

References (16)
  • 2
  • 4
    • 10144244015 scopus 로고    scopus 로고
    • PLS regression on stochastic processes
    • Preda, C., Saporta, G.: PLS regression on stochastic processes. Comput. Statist. Data Anal. 48, 149-158 (2005)
    • (2005) Comput. Statist. Data Anal. , vol.48 , pp. 149-158
    • Preda, C.1    Saporta, G.2
  • 5
    • 33846119781 scopus 로고    scopus 로고
    • Nearest neighbor classification in infinite dimension
    • Cérou, F., Guyader, A.: Nearest neighbor classification in infinite dimension. ESAIM: Probability and Statistics 10, 340-350 (2006)
    • (2006) ESAIM: Probability and Statistics , vol.10 , pp. 340-350
    • Cérou, F.1    Guyader, A.2
  • 6
    • 84886995087 scopus 로고    scopus 로고
    • Support vector machine for functional data classification
    • Villa, N., Rossi, F.: Support Vector Machine For Functional Data Classification. In: ESANN 2005 (2005)
    • (2005) ESANN 2005
    • Villa, N.1    Rossi, F.2
  • 7
    • 38449085016 scopus 로고    scopus 로고
    • Support vector regression methods for functional data
    • Rueda, L., Mery, D., Kittler, J. (eds.), Springer, Heidelberg
    • Hernández, N., Biscay, R.J., Talavera, I.: Support Vector Regression Methods for Functional Data. In: Rueda, L., Mery, D., Kittler, J. (eds.) CIARP 2007. LNCS, vol. 4756, pp. 564-573. Springer, Heidelberg (2007)
    • (2007) CIARP 2007. LNCS , vol.4756 , pp. 564-573
    • Hernández, N.1    Biscay, R.J.2    Talavera, I.3
  • 8
    • 27744575652 scopus 로고    scopus 로고
    • Classifying spectral data using relational representation
    • Graz, Austria
    • Paclik, P., Duin, R.P.W.: Classifying spectral data using relational representation. In: Spectral Imaging Workshop, Graz, Austria (2003)
    • (2003) Spectral Imaging Workshop
    • Paclik, P.1    Duin, R.P.W.2
  • 9
    • 0142039075 scopus 로고    scopus 로고
    • Spectral similarity versus structural similarity: Infrared spectroscopy
    • Varmuza, K., Karlovits, M., Demuth, W.: Spectral similarity versus structural similarity: infrared spectroscopy. Anal. Chimica Acta 490, 313-324 (2003)
    • (2003) Anal. Chimica Acta , vol.490 , pp. 313-324
    • Varmuza, K.1    Karlovits, M.2    Demuth, W.3
  • 11
    • 0000117331 scopus 로고
    • Chemometrics: Theory and application
    • Kowalski, B.R. (ed.)
    • Wold, S.: Chemometrics: Theory and Application. In: Kowalski, B.R. (ed.) ACS Symposium, vol. 52, pp. 243-282 (1977)
    • (1977) ACS Symposium , vol.52 , pp. 243-282
    • Wold, S.1
  • 12
    • 0001256711 scopus 로고
    • Discrimination among semiarid landscape end members using the spectral angle mapper (SAM) algorithm
    • Pasadena, CA
    • Yuhas, R.H., Goetz, A.F.H., Boardman, J.W.: Discrimination among semiarid landscape end members using the spectral angle mapper (SAM) algorithm. In: Third Annual JPL Airborne Geoscience Workshop, Pasadena, CA, pp. 147-149 (1992)
    • (1992) Third Annual JPL Airborne Geoscience Workshop , pp. 147-149
    • Yuhas, R.H.1    Goetz, A.F.H.2    Boardman, J.W.3
  • 13
    • 12344250914 scopus 로고    scopus 로고
    • Prototype selection for finding efficient representations of dissimilarity data
    • Kasturi, R., Laurendeau, D., Suen, C. (eds.), Quebec, Canada
    • Pekalska, E., Duin, R.P.W.: Prototype selection for finding efficient representations of dissimilarity data. In: Kasturi, R., Laurendeau, D., Suen, C. (eds.) International Conference on Pattern Recognition, Quebec, Canada, vol. 3, pp. 37-40 (2002)
    • (2002) International Conference on Pattern Recognition , vol.3 , pp. 37-40
    • Pekalska, E.1    Duin, R.P.W.2
  • 14
    • 78651231175 scopus 로고    scopus 로고
    • Tablets dataset, http://www.models.kvl.dk/research/data
    • Tablets Dataset
  • 15
    • 84871942124 scopus 로고    scopus 로고
    • Tecator dataset, http://lib.stat.cmu.edu/datasets/tecator
    • Tecator Dataset
  • 16
    • 78651242108 scopus 로고    scopus 로고
    • Oil dataset, http://cac2008.teledetection.fr/shootout
    • Oil Dataset


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.