dc.date.accessioned | 2019-12-04T19:48:32Z | |
dc.date.available | 2019-12-04T19:48:32Z | |
dc.date.created | 2019-01-09T09:15:07Z | |
dc.date.issued | 2010 | |
dc.identifier.citation | Vitelli, Valeria Sangalli, Laura Maria Secchi, Piercesare Vantini, Simone . Functional Clustering and Alignment Methods with Applications. Communications in Applied and Industrial Mathematics. 2010, 1(1), 205-224 | |
dc.identifier.uri | http://hdl.handle.net/10852/71184 | |
dc.description.abstract | We consider the issue of classification of functional data and, in particular, we deal with the problem of curve clustering when curves are misaligned.
In the proposed setting, we aim at jointly aligning and clustering the curves, via the solution of an optimization problem. We describe an iterative procedure for the solution of the optimization problem, and we detail two alternative specifications of the procedure, a k-mean version and a k-medoid version. We illustrate via applications to real data the robustness of the alignment and clustering procedure under the different specifications. | |
dc.language | EN | |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Unported | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/3.0/ | |
dc.title | Functional Clustering and Alignment Methods with Applications | |
dc.type | Journal article | |
dc.creator.author | Vitelli, Valeria | |
dc.creator.author | Sangalli, Laura Maria | |
dc.creator.author | Secchi, Piercesare | |
dc.creator.author | Vantini, Simone | |
cristin.unitcode | 185,51,15,0 | |
cristin.unitname | Avdeling for biostatistikk | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 1 | |
dc.identifier.cristin | 1652908 | |
dc.identifier.bibliographiccitation | info:ofi/fmt:kev:mtx:ctx&ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Communications in Applied and Industrial Mathematics&rft.volume=1&rft.spage=205&rft.date=2010 | |
dc.identifier.jtitle | Communications in Applied and Industrial Mathematics | |
dc.identifier.volume | 1 | |
dc.identifier.issue | 1 | |
dc.identifier.startpage | 205 | |
dc.identifier.endpage | 224 | |
dc.identifier.doi | https://doi.org/10.1685/2010CAIM486 | |
dc.identifier.urn | URN:NBN:no-74286 | |
dc.type.document | Tidsskriftartikkel | |
dc.type.peerreviewed | Peer reviewed | |
dc.source.issn | 2038-0909 | |
dc.identifier.fulltext | Fulltext https://www.duo.uio.no/bitstream/handle/10852/71184/1/268-420-1-PB.pdf | |
dc.type.version | PublishedVersion | |