메뉴 건너뛰기




Volumn 51, Issue 1, 2006, Pages 379-397

A comparison of three methods for principal component analysis of fuzzy interval data

Author keywords

Data reduction; Fuzzy interval data; Principal component analysis

Indexed keywords

COMPUTATION THEORY; COMPUTER SIMULATION; DATA REDUCTION; FUZZY CONTROL; NEURAL NETWORKS;

EID: 33750347543     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2006.02.019     Document Type: Article
Times cited : (36)

References (19)
  • 1
    • 0024774330 scopus 로고
    • Neural networks and principal component analysis: learning from examples without local minima
    • Baldi P., and Hornik K. Neural networks and principal component analysis: learning from examples without local minima. Neural Networks 2 (1989) 53-58
    • (1989) Neural Networks , vol.2 , pp. 53-58
    • Baldi, P.1    Hornik, K.2
  • 3
    • 0024220237 scopus 로고
    • Auto-association by multilayer perceptrons and singular value decomposition
    • Boulard H., and Kamp Y. Auto-association by multilayer perceptrons and singular value decomposition. Biological Cybernetics 59 (1988) 291-294
    • (1988) Biological Cybernetics , vol.59 , pp. 291-294
    • Boulard, H.1    Kamp, Y.2
  • 4
    • 33750343090 scopus 로고    scopus 로고
    • Analyse factorielle d'un tableau de lois de probabilité
    • Cazes P. Analyse factorielle d'un tableau de lois de probabilité. Revue de Statistique Appliquée 50 (2002) 5-24
    • (2002) Revue de Statistique Appliquée , vol.50 , pp. 5-24
    • Cazes, P.1
  • 5
    • 0039957466 scopus 로고    scopus 로고
    • Extension de l'analyse en composantes principales à des données de type intervalle
    • Cazes P., Chouakria A., Diday E., and Schektman Y. Extension de l'analyse en composantes principales à des données de type intervalle. Revue de Statistique Appliquée 45 (1997) 5-24
    • (1997) Revue de Statistique Appliquée , vol.45 , pp. 5-24
    • Cazes, P.1    Chouakria, A.2    Diday, E.3    Schektman, Y.4
  • 6
    • 33750300069 scopus 로고    scopus 로고
    • Coppi, R., D'Urso, P., Giordani, P., 2004. Component models for fuzzy data, Technical report n.1, Department of Statistics, Probability and Applied Statistics, University of Rome "La Sapienza". Submitted for publication.
  • 7
    • 3042555475 scopus 로고    scopus 로고
    • Principal component analysis of fuzzy data using autoassociative neural networks
    • Denœux T., and Masson M.H. Principal component analysis of fuzzy data using autoassociative neural networks. IEEE Transactions on Fuzzy Systems 12 (2004) 336-349
    • (2004) IEEE Transactions on Fuzzy Systems , vol.12 , pp. 336-349
    • Denœux, T.1    Masson, M.H.2
  • 8
    • 1142285268 scopus 로고    scopus 로고
    • A least square approach to principal component analysis for interval valued data
    • D'Urso P., and Giordani P. A least square approach to principal component analysis for interval valued data. Chemometrics and Intelligent Laboratory Systems 70 (2004) 179-192
    • (2004) Chemometrics and Intelligent Laboratory Systems , vol.70 , pp. 179-192
    • D'Urso, P.1    Giordani, P.2
  • 9
    • 11244305512 scopus 로고    scopus 로고
    • A possibilistic approach to latent component analysis for fuzzy data
    • D'Urso P., and Giordani P. A possibilistic approach to latent component analysis for fuzzy data. Fuzzy Sets and Systems 150 (2005) 285-305
    • (2005) Fuzzy Sets and Systems , vol.150 , pp. 285-305
    • D'Urso, P.1    Giordani, P.2
  • 11
    • 4444296331 scopus 로고    scopus 로고
    • Three-way component analysis of interval-valued data
    • Giordani P., and Kiers H.A.L. Three-way component analysis of interval-valued data. Journal of Chemometrics 18 (2004) 253-264
    • (2004) Journal of Chemometrics , vol.18 , pp. 253-264
    • Giordani, P.1    Kiers, H.A.L.2
  • 12
    • 0033658378 scopus 로고    scopus 로고
    • Some procedures for displaying results from three-way methods
    • Kiers H.A.L. Some procedures for displaying results from three-way methods. Journal of Chemometrics 14 (2000) 151-170
    • (2000) Journal of Chemometrics , vol.14 , pp. 151-170
    • Kiers, H.A.L.1
  • 13
    • 0034400501 scopus 로고    scopus 로고
    • Principal component analysis of interval data: a symbolic data analysis approach
    • Lauro C., and Palumbo F. Principal component analysis of interval data: a symbolic data analysis approach. Computational Statistics 15 (2000) 73-87
    • (2000) Computational Statistics , vol.15 , pp. 73-87
    • Lauro, C.1    Palumbo, F.2
  • 14
    • 0037399727 scopus 로고    scopus 로고
    • Special issue: interfaces between fuzzy set theory and interval analysis
    • Lodwick W.A., and Jamison K.D. Special issue: interfaces between fuzzy set theory and interval analysis. Fuzzy Sets and Systems 135 (2003) 1-3
    • (2003) Fuzzy Sets and Systems , vol.135 , pp. 1-3
    • Lodwick, W.A.1    Jamison, K.D.2
  • 15
    • 32644451039 scopus 로고    scopus 로고
    • A PCA for interval-valued data based on midpoints and radii
    • Yanai H., Okada A., Shigemasu K., Kano Y., and Meulman J. (Eds), Springer, Tokyo
    • Palumbo F., and Lauro C. A PCA for interval-valued data based on midpoints and radii. In: Yanai H., Okada A., Shigemasu K., Kano Y., and Meulman J. (Eds). New Developments in Psychometrics (2003), Springer, Tokyo 641-648
    • (2003) New Developments in Psychometrics , pp. 641-648
    • Palumbo, F.1    Lauro, C.2
  • 16
    • 0141689062 scopus 로고    scopus 로고
    • Fuzzy principal component analysis and its application
    • Watada J., and Yabuuchi Y. Fuzzy principal component analysis and its application. Biomedical Fuzzy Human Sciences 3 (1997) 83-92
    • (1997) Biomedical Fuzzy Human Sciences , vol.3 , pp. 83-92
    • Watada, J.1    Yabuuchi, Y.2
  • 18
    • 0016458950 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning I
    • Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning I. Information Sciences 8 (1975) 199-249
    • (1975) Information Sciences , vol.8 , pp. 199-249
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.