{ "_id": "6a1f2e2ab401979e73426955", "Package": "fdacluster", "Title": "Joint Clustering and Alignment of Functional Data", "Version": "0.4.2.9000", "Authors@R": "c(\nperson(given = \"Aymeric\",\nfamily = \"Stamm\",\nrole = c(\"aut\", \"cre\"),\nemail = \"aymeric.stamm@cnrs.fr\",\ncomment = c(ORCID = \"0000-0002-8725-3654\")),\nperson(given = \"Laura\",\nfamily = \"Sangalli\",\nrole = \"ctb\",\nemail = \"laura.sangalli@polimi.it\"),\nperson(given = \"Piercesare\",\nfamily = \"Secchi\",\nrole = \"ctb\",\nemail = \"piercesare.secchi@polimi.it\"),\nperson(given = \"Simone\",\nfamily = \"Vantini\",\nrole = \"ctb\",\nemail = \"simone.vantini@polimi.it\"),\nperson(given = \"Valeria\",\nfamily = \"Vitelli\",\nrole = \"ctb\",\nemail = \"valeria.vitelli@medisin.uio.no\"),\nperson(given = \"Alessandro\",\nfamily = \"Zito\",\nrole = \"ctb\",\nemail = \"zito.ales@gmail.com\"))", "Description": "Implementations of the k-means, hierarchical agglomerative\nand DBSCAN clustering methods for functional data which allows\nfor jointly aligning and clustering curves. It supports\nfunctional data defined on one-dimensional domains but possibly\nevaluating in multivariate codomains. It supports functional\ndata defined in arrays but also via the 'fd' and 'funData'\nclasses for functional data defined in the 'fda' and 'funData'\npackages respectively. It currently supports shift, dilation\nand affine warping functions for functional data defined on the\nreal line and uses the SRVF framework to handle\nboundary-preserving warping for functional data defined on a\nspecific interval. Main reference for the k-means algorithm:\nSangalli L.M., Secchi P., Vantini S., Vitelli V. (2010) \"k-mean\nalignment for curve clustering\"\n. Main reference for the SRVF\nframework: Tucker, J. D., Wu, W., & Srivastava, A. (2013)\n\"Generative models for functional data using phase and\namplitude separation\" .", "License": "GPL (>= 3)", "Encoding": "UTF-8", "LazyData": "true", "LazyDataCompression": "xz", "RoxygenNote": "7.3.3", "Roxygen": "list(markdown = TRUE)", "URL": "https://astamm.github.io/fdacluster/,\nhttps://github.com/astamm/fdacluster", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev", "Repository": "https://astamm.r-universe.dev", "Date/Publication": "2026-01-15 09:39:05 UTC", "RemoteUrl": "https://github.com/astamm/fdacluster", "RemoteRef": "HEAD", "RemoteSha": "2c2f40e8b5b0fc9c841794a946d4a00edf8f56fb", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-15 09:32:00 UTC", "User": "root" }, "Author": "Aymeric Stamm [aut, cre] (ORCID:\n),\nLaura Sangalli [ctb],\nPiercesare Secchi [ctb],\nSimone Vantini [ctb],\nValeria Vitelli [ctb],\nAlessandro Zito [ctb]", "Maintainer": "Aymeric Stamm ", "MD5sum": 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