6533b835fe1ef96bd129fea9

RESEARCH PRODUCT

Clustering and Registration of Multidimensional Functional Data

Antonino D'alessandroMarcello ChiodiDario LuzioGiada Adelfio

subject

Functional data Curves clustering registration of functions.Multivariate statisticsSimilarity (network science)Computer sciencebusiness.industryFunctional data analysisPattern recognitionArtificial intelligenceSettore SECS-S/01 - StatisticaCluster analysisbusinessWarping function

description

In order to find similarity between multidimensional curves, we consider the application of a procedure that provides a simultaneous assignation to clusters and alignment of such functions. In particular we look for clusters of multivariate seismic waveforms based on EM-type procedure and functional data analysis tools.

yearjournalcountryeditionlanguage
2013-01-01
https://doi.org/10.1007/978-3-319-00032-9_11