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: 2026-04-16 22:24:23 UTC; baydogan
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: CRAN
Date/Publication: 2026-04-21 19:12:23 UTC
Built: R 4.5.2; x86_64-apple-darwin20; 2026-04-21 22:31:21 UTC; unix
Archs: LPStimeSeries.so.dSYM
