Package: LPStimeSeries
Version: 1.1-0
Date: 2026-04-12
Title: Learned Pattern Similarity and Representation for Time Series
Authors@R: c(
    person(given = c("Mustafa", "Gokce"), family = "Baydogan",
           role = c("aut", "cre"), email = "baydoganmustafa@gmail.com"),
    person(given = "Leo", family = "Breiman", role = "ctb",
           comment = "author of original Fortran code adapted in src/regTree.c"),
    person(given = "Adele", family = "Cutler", role = "ctb",
           comment = "co-author of original Fortran code"),
    person(given = "Andy", family = "Liaw", role = "ctb",
           comment = "author of 'randomForest' R port adapted here"),
    person(given = "Matthew", family = "Wiener", role = "ctb",
           comment = "co-author of 'randomForest' R port"),
    person("Merck & Co., Inc.", role = "cph",
           comment = "copyright holder of adapted 'randomForest' C code"))
Depends: R (>= 3.5.0)
Imports: stats, graphics, grDevices, RColorBrewer
Description: Learned Pattern Similarity (LPS) for time series, as
        described in Baydogan and Runger (2016)
        <doi:10.1007/s10618-015-0425-y>. Implements an approach to
        model the dependency structure in time series that generalizes
        the concept of autoregression to local auto-patterns. Generates
        a pattern-based representation of time series along with a
        similarity measure called Learned Pattern Similarity (LPS).
        Introduces a generalized autoregressive kernel. This package
        adapts C code from the 'randomForest' package by Andy Liaw and
        Matthew Wiener, itself based on original Fortran code by Leo
        Breiman and Adele Cutler.
License: GPL (>= 2)
NeedsCompilation: yes
Packaged: 2026-06-21 08:43:49 UTC; root
Author: Mustafa Gokce Baydogan [aut, cre], Leo Breiman [ctb] (author of
        original Fortran code adapted in src/regTree.c), Adele Cutler
        [ctb] (co-author of original Fortran code), Andy Liaw [ctb]
        (author of 'randomForest' R port adapted here), Matthew Wiener
        [ctb] (co-author of 'randomForest' R port), Merck & Co., Inc.
        [cph] (copyright holder of adapted 'randomForest' C code)
Maintainer: Mustafa Gokce Baydogan <baydoganmustafa@gmail.com>
Repository: https://baydoganm.r-universe.dev
Date/Publication: 2026-04-21 21:09:02 UTC
RemoteUrl: https://github.com/cran/LPStimeSeries
RemoteRef: HEAD
RemoteSha: 479158bc9f49814628d961436182a5a056d33c9e