Exploring multivariate data structures with local principal curves

Studies in Classification, Data Analysis, and Knowledge Organization

Volumn , Issue , 2005, Pages 256-263

  Einbeck, Jochen ^a   Tutz, Gerhard ^a   Evers, Ludger ^a  

^a UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EIGEN DECOMPOSITION; LOCAL CENTERS; MULTIDIMENSIONAL DATA; MULTIVARIATE DATA; NEW APPROACHES; PRINCIPAL AXIS; PRINCIPAL COMPONENTS ANALYSIS; PRINCIPAL CURVE;

EID: 84879542584     PISSN: 14318814     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-28084-7_28     Document Type: Conference Paper

References (7)

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2. DIERCKE (1984): Weltatlas. Westermann, Braunschweig.
3. EINBECK, J., TUTZ, G. and EVERS, L. (2003): Local Principal Curves. SFB386 Discussion Paper No. 320, LMU München.
4. HASTIE, T. and STUETZLE, L. (1989): Principal Curves. JASA, 84, 502-516.
5. KÉGL, B. and KRZYZAK, A., (2002): Piecewise Linear Skeletonization using Principal Curves. IEEE Trans. Patt. Anal. Mach. Intell., 24, 59-74.
6. KÉGL, B., KRZYZAK, A., LINDER, T. and ZEGER, K. (2000): Learning and Design of Principal Curves, IEEE Trans. Patt. Anal. Mach. Intell., 22, 281-297.
7. TIBSHIRANI, R. (1992): Principal Curves Revisited. Statistics and Computing, 2, 183-190.