Robust Functional Supervised Classification for Time Series

Author:

Alonso Andrés M.,Casado David,López-Pintado Sara,Romo Juan

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Statistics, Probability and Uncertainty,Psychology (miscellaneous),Mathematics (miscellaneous)

Reference29 articles.

1. ABRAHAM, C., CORNILLON, P.A., MATZNER-LØBER, E. and MOLINARI, N. (2003), “Unsupervised Curve Clustering Using B-Splines”, Scandinavian Journal of Statistics, 30(3), 581–595.

2. ALONSO, A.M., CASADO, D., LÓPEZ-PINTADO, S. and ROMO, J. (2008), “A Functional Data Based Method for Time Series Classification”, Working Paper, Departamento de Estadística. Universidad Carlos III deMadrid, available at http://hdl.handle.net/10016/3381 .

3. BIAU, G., BUNEA, F., andWEGKAMP, M.H. (2003), “Functional Classification in Hilbert Spaces”, IEEE Transactions on Information Theory, 1(11), 1–8.

4. BLANDFORD, R.R. (1993), “Discrimination of Earthquakes and Explosions at Regional Distances Using Complexity”, Report AFTAC-TR-93-044 HQ, Air Force Technical Applications Center, Patrick Air Force Base, FL.

5. CASADO, D. (2013), StatisCLAS: Methods for Statistical Classification, Package of code, available at http://www.casado-d.org/edu/publications.html#Code .

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