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ORCIDBibTeX records: Dimitris Karlis
@article{DBLP:journals/anor/OttingK23,
author = {Marius {\"{O}}tting and
Dimitris Karlis},
title = {Football tracking data: a copula-based hidden Markov model for classification
of tactics in football},
journal = {Ann. Oper. Res.},
volume = {325},
number = {1},
pages = {167--183},
year = {2023},
url = {https://doi.org/10.1007/s10479-022-04660-0},
doi = {10.1007/S10479-022-04660-0},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/OttingK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/classification/FangKS22,
author = {Yuan Fang and
Dimitris Karlis and
Sanjeena Subedi},
title = {Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions
for Clustering of Skewed Data},
journal = {J. Classif.},
volume = {39},
number = {3},
pages = {510--552},
year = {2022},
url = {https://doi.org/10.1007/s00357-022-09417-9},
doi = {10.1007/S00357-022-09417-9},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/classification/FangKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/RoickKM21,
author = {Tyler Roick and
Dimitris Karlis and
Paul D. McNicholas},
title = {Clustering discrete-valued time series},
journal = {Adv. Data Anal. Classif.},
volume = {15},
number = {1},
pages = {209--229},
year = {2021},
url = {https://doi.org/10.1007/s11634-020-00395-7},
doi = {10.1007/S11634-020-00395-7},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/RoickKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BermudezKS17,
author = {Llu{\'{\i}}s Berm{\'{u}}dez and
Dimitris Karlis and
Miguel Santolino},
title = {A finite mixture of multiple discrete distributions for modelling
heaped count data},
journal = {Comput. Stat. Data Anal.},
volume = {112},
pages = {14--23},
year = {2017},
url = {https://doi.org/10.1016/j.csda.2017.02.013},
doi = {10.1016/J.CSDA.2017.02.013},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/BermudezKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/OHaganMGMK16,
author = {Adrian O'Hagan and
Thomas Brendan Murphy and
Isobel Claire Gormley and
Paul D. McNicholas and
Dimitris Karlis},
title = {Clustering with the multivariate normal inverse Gaussian distribution},
journal = {Comput. Stat. Data Anal.},
volume = {93},
pages = {18--30},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2014.09.006},
doi = {10.1016/J.CSDA.2014.09.006},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/OHaganMGMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KosmidisK16,
author = {Ioannis Kosmidis and
Dimitris Karlis},
title = {Model-based clustering using copulas with applications},
journal = {Stat. Comput.},
volume = {26},
number = {5},
pages = {1079--1099},
year = {2016},
url = {https://doi.org/10.1007/s11222-015-9590-5},
doi = {10.1007/S11222-015-9590-5},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/KosmidisK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/ArakelianK14,
author = {Veni Arakelian and
Dimitris Karlis},
title = {Clustering Dependencies Via Mixtures of Copulas},
journal = {Commun. Stat. Simul. Comput.},
volume = {43},
number = {7},
pages = {1644--1661},
year = {2014},
url = {https://doi.org/10.1080/03610918.2012.752832},
doi = {10.1080/03610918.2012.752832},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/ArakelianK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/MeintanisK14,
author = {Simos G. Meintanis and
Dimitris Karlis},
title = {Validation tests for the innovation distribution in {INAR} time series
models},
journal = {Comput. Stat.},
volume = {29},
number = {5},
pages = {1221--1241},
year = {2014},
url = {https://doi.org/10.1007/s00180-014-0488-z},
doi = {10.1007/S00180-014-0488-Z},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/MeintanisK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/PedeliK13,
author = {Xanthi Pedeli and
Dimitris Karlis},
title = {Some properties of multivariate {INAR(1)} processes},
journal = {Comput. Stat. Data Anal.},
volume = {67},
pages = {213--225},
year = {2013},
url = {https://doi.org/10.1016/j.csda.2013.05.019},
doi = {10.1016/J.CSDA.2013.05.019},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/PedeliK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/PedeliK13,
author = {Xanthi Pedeli and
Dimitris Karlis},
title = {On Estimation of the Bivariate Poisson {INAR} Process},
journal = {Commun. Stat. Simul. Comput.},
volume = {42},
number = {3},
pages = {514--533},
year = {2013},
url = {https://doi.org/10.1080/03610918.2011.639001},
doi = {10.1080/03610918.2011.639001},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/PedeliK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BermudezK12,
author = {Llu{\'{\i}}s Berm{\'{u}}dez and
Dimitris Karlis},
title = {A finite mixture of bivariate Poisson regression models with an application
to insurance ratemaking},
journal = {Comput. Stat. Data Anal.},
volume = {56},
number = {12},
pages = {3988--3999},
year = {2012},
url = {https://doi.org/10.1016/j.csda.2012.05.016},
doi = {10.1016/J.CSDA.2012.05.016},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/BermudezK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/NikoloulopoulosK10,
author = {Aristidis K. Nikoloulopoulos and
Dimitris Karlis},
title = {Modeling Multivariate Count Data Using Copulas},
journal = {Commun. Stat. Simul. Comput.},
volume = {39},
number = {1},
pages = {172--187},
year = {2010},
url = {https://doi.org/10.1080/03610910903391262},
doi = {10.1080/03610910903391262},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/NikoloulopoulosK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Karlis09,
author = {Dimitris Karlis},
title = {A note on the exponential Poisson distribution: {A} nested {EM} algorithm},
journal = {Comput. Stat. Data Anal.},
volume = {53},
number = {4},
pages = {894--899},
year = {2009},
url = {https://doi.org/10.1016/j.csda.2008.10.027},
doi = {10.1016/J.CSDA.2008.10.027},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Karlis09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KarlisS09,
author = {Dimitris Karlis and
Anais Santourian},
title = {Model-based clustering with non-elliptically contoured distributions},
journal = {Stat. Comput.},
volume = {19},
number = {1},
pages = {73--83},
year = {2009},
url = {https://doi.org/10.1007/s11222-008-9072-0},
doi = {10.1007/S11222-008-9072-0},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/KarlisS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NikoloulopoulosK08,
author = {Aristidis K. Nikoloulopoulos and
Dimitris Karlis},
title = {Copula model evaluation based on parametric bootstrap},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {7},
pages = {3342--3353},
year = {2008},
url = {https://doi.org/10.1016/j.csda.2007.10.028},
doi = {10.1016/J.CSDA.2007.10.028},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/NikoloulopoulosK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KarlisT08,
author = {Dimitris Karlis and
Panagiotis Tsiamyrtzis},
title = {Exact Bayesian modeling for bivariate Poisson data and extensions},
journal = {Stat. Comput.},
volume = {18},
number = {1},
pages = {27--40},
year = {2008},
url = {https://doi.org/10.1007/s11222-007-9035-x},
doi = {10.1007/S11222-007-9035-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/KarlisT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/KarlisP07,
author = {Dimitris Karlis and
Valentin Patilea},
title = {Confidence intervals of the hazard rate function for discrete distributions
using mixtures},
journal = {Comput. Stat. Data Anal.},
volume = {51},
number = {11},
pages = {5388--5401},
year = {2007},
url = {https://doi.org/10.1016/j.csda.2006.07.037},
doi = {10.1016/J.CSDA.2006.07.037},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/KarlisP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/BrijsVBK06,
author = {Kris Brijs and
Koen Vanhoof and
Tom Brijs and
Dimitris Karlis},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
A{\"{\i}}da Valls and
Josep Domingo{-}Ferrer},
title = {Using Fuzzy Set Theory to Assess Country-of-Origin Effects on the
Formation of Product Attitude},
booktitle = {Modeling Decisions for Artificial Intelligence, Third International
Conference, {MDAI} 2006, Tarragona, Spain, April 3-5, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3885},
pages = {138--149},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11681960\_15},
doi = {10.1007/11681960\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdai/BrijsVBK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KarlisM05,
author = {Dimitris Karlis and
Loukia Meligkotsidou},
title = {Multivariate Poisson regression with covariance structure},
journal = {Stat. Comput.},
volume = {15},
number = {4},
pages = {255--265},
year = {2005},
url = {https://doi.org/10.1007/s11222-005-4069-4},
doi = {10.1007/S11222-005-4069-4},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/KarlisM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/KarlisX03,
author = {Dimitris Karlis and
Evdokia Xekalaki},
title = {Choosing initial values for the {EM} algorithm for finite mixtures},
journal = {Comput. Stat. Data Anal.},
volume = {41},
number = {3-4},
pages = {577--590},
year = {2003},
url = {https://doi.org/10.1016/S0167-9473(02)00177-9},
doi = {10.1016/S0167-9473(02)00177-9},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/KarlisX03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DiamantidisKG00,
author = {N. A. Diamantidis and
Dimitris Karlis and
Emmanouel A. Giakoumakis},
title = {Unsupervised stratification of cross-validation for accuracy estimation},
journal = {Artif. Intell.},
volume = {116},
number = {1-2},
pages = {1--16},
year = {2000},
url = {https://doi.org/10.1016/S0004-3702(99)00094-6},
doi = {10.1016/S0004-3702(99)00094-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/DiamantidisKG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KarlisX99,
author = {Dimitris Karlis and
Evdokia Xekalaki},
title = {Improving the {EM} algorithm for mixtures},
journal = {Stat. Comput.},
volume = {9},
number = {4},
pages = {303--307},
year = {1999},
url = {https://doi.org/10.1023/A:1008968107680},
doi = {10.1023/A:1008968107680},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/KarlisX99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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