메뉴 건너뛰기




Volumn 2687, Issue , 2003, Pages 105-112

On the effects of dimensionality on data analysis with neural networks

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; INFORMATION ANALYSIS;

EID: 33846822188     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44869-1_14     Document Type: Article
Times cited : (49)

References (16)
  • 3
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional spaces
    • Van den Bussche, J., Vianu, V. (eds): Proceedings of Database Theory - ICDT 2001, 8th International Conference Springer, London, UK
    • Aggarwal, C. C., Hinneburg, A., Keim, D. A.: On the surprising behavior of distance metrics in high dimensional spaces. In: Van den Bussche, J., Vianu, V. (eds): Proceedings of Database Theory - ICDT 2001, 8th International Conference Lecture Notes in Computer Science, vol 1973. Springer, London, UK (2001) 420-434
    • (2001) Lecture Notes in Computer Science , vol.1973 , pp. 420-434
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 4
    • 84947205653 scopus 로고    scopus 로고
    • When is "nearest neighbor" meaningful?
    • Beeri, C., Buneman, P. (eds) : Poceedings of Database Theory - ICDT '99, 7th International Conference. Springer, Jerusalem, Israel
    • Beyer K. S., Goldstein, J., Ramakrishnan, R., Shaft, U.: When is "nearest neighbor" meaningful? In: Beeri, C., Buneman, P. (eds) : Poceedings of Database Theory - ICDT '99, 7th International Conference. Lecture Notes in Computer Sciences, vol 1540, Springer, Jerusalem, Israel (1999) 217-235
    • (1999) Lecture Notes in Computer Sciences , vol.1540 , pp. 217-235
    • Beyer, K.S.1    Goldstein, J.2    Ramakrishnan, R.3    Shaft, U.4
  • 10
    • 33847199121 scopus 로고    scopus 로고
    • Learning high-dimensional data
    • Acc. for public, in Ablameyko, S., Goras, L., Gori, M., Piuri, V. (eds): IOS Press
    • Verleysen, M.: Learning high-dimensional data. Acc. for public, in Ablameyko, S., Goras, L., Gori, M., Piuri, V. (eds): Limitations and future trends in neural computation, IOS Press.
    • Limitations and Future Trends in Neural Computation
    • Verleysen, M.1
  • 11
    • 34250926052 scopus 로고
    • The analysis of proximities: Multidimensional scaling with an unknown distance function, parts I and II
    • Shepard, R. N.: The analysis of proximities: Multidimensional scaling with an unknown distance function, parts I and II, Psychometrika, 27 (1962) 125-140 and 219-246
    • (1962) Psychometrika , vol.27 , pp. 125-140
    • Shepard, R.N.1
  • 12
    • 0002732827 scopus 로고
    • Parametric representation of nonlinear data structures
    • P. R. Krishnaiah (ed.): Academic Press
    • Shepard, R.N, Carroll, J.D: Parametric representation of nonlinear data structures. In P. R. Krishnaiah (ed.): International Symposium on Multivariate Analysis, Academic Press, (1965) 561-592
    • (1965) International Symposium on Multivariate Analysis , pp. 561-592
    • Shepard, R.N.1    Carroll, J.D.2
  • 13
    • 84887006810 scopus 로고
    • A nonlinear mapping algorithm for data structure analysis
    • Sammon, :A nonlinear mapping algorithm for data structure analysis, IEEE Trans. on Computers, C-18 (1969) 401-409
    • (1969) IEEE Trans. on Computers , vol.C-18 , pp. 401-409
    • Sammon1
  • 14
    • 0030736375 scopus 로고    scopus 로고
    • Curvilinear Component Analysis: A self-organizing neural network for nonlinear mapping of data sets
    • Demartines, P., Hérault, J.: Curvilinear Component Analysis: a self-organizing neural network for nonlinear mapping of data sets, IEEE T. Neural Networks,. 8-1 (1997) 148-154
    • (1997) IEEE T. Neural Networks , vol.8 , Issue.1 , pp. 148-154
    • Demartines, P.1    Hérault, J.2
  • 16
    • 25144464279 scopus 로고    scopus 로고
    • Dimension reduction of technical indicators for the prediction of financial time series - Application to the Bel 20 market index
    • Lendasse, A., Lee, J. A., de Bodt, E., Wertz, V., Verleysen, M.: Dimension reduction of technical indicators for the prediction of financial time series - Application to the Bel 20 market index. European Journal of Economic and Social Systems, 15-2 (2001), pp. 31-48
    • (2001) European Journal of Economic and Social Systems , vol.15 , Issue.2 , pp. 31-48
    • Lendasse, A.1    Lee, J.A.2    De Bodt, E.3    Wertz, V.4    Verleysen, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.