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@article{DBLP:journals/ml/0005ER16,
  author       = {Markus Schneider and
                  Wolfgang Ertel and
                  Fabio Ramos},
  title        = {Expected similarity estimation for large-scale batch and streaming
                  anomaly detection},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {3},
  pages        = {305--333},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5567-7},
  doi          = {10.1007/S10994-016-5567-7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/0005ER16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AG16,
  author       = {Prashanth L. A. and
                  Mohammad Ghavamzadeh},
  title        = {Variance-constrained actor-critic algorithms for discounted and average
                  reward MDPs},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {3},
  pages        = {367--417},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5569-5},
  doi          = {10.1007/S10994-016-5569-5},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AdhikariVKLH16,
  author       = {Prem Raj Adhikari and
                  Anze Vavpetic and
                  Jan Kralj and
                  Nada Lavrac and
                  Jaakko Hollm{\'{e}}n},
  title        = {Explaining mixture models through semantic pattern mining and banded
                  matrix visualization},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {1},
  pages        = {3--39},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5550-3},
  doi          = {10.1007/S10994-016-5550-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AdhikariVKLH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DzeroskiKP16,
  author       = {Saso Dzeroski and
                  Dragi Kocev and
                  Pance Panov},
  title        = {Special issue on discovery science},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {1},
  pages        = {1--2},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5589-1},
  doi          = {10.1007/S10994-016-5589-1},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/DzeroskiKP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/FossMRH16,
  author       = {Alex Foss and
                  Marianthi Markatou and
                  Bonnie Ray and
                  Aliza Heching},
  title        = {A semiparametric method for clustering mixed data},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {3},
  pages        = {419--458},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5575-7},
  doi          = {10.1007/S10994-016-5575-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/FossMRH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HirayamaHI16,
  author       = {Junichiro Hirayama and
                  Aapo Hyv{\"{a}}rinen and
                  Shin Ishii},
  title        = {Sparse and low-rank matrix regularization for learning time-varying
                  Markov networks},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {3},
  pages        = {335--366},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5568-6},
  doi          = {10.1007/S10994-016-5568-6},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/HirayamaHI16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KhanLK16,
  author       = {Suleiman A. Khan and
                  Eemeli Lepp{\"{a}}aho and
                  Samuel Kaski},
  title        = {Bayesian multi-tensor factorization},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {2},
  pages        = {233--253},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5563-y},
  doi          = {10.1007/S10994-016-5563-Y},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KhanLK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LeeuwenBSM16,
  author       = {Matthijs van Leeuwen and
                  Tijl De Bie and
                  Eirini Spyropoulou and
                  C{\'{e}}dric Mesnage},
  title        = {Subjective interestingness of subgraph patterns},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {1},
  pages        = {41--75},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5539-3},
  doi          = {10.1007/S10994-015-5539-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LeeuwenBSM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MaoCJNLN16,
  author       = {Hua Mao and
                  Yingke Chen and
                  Manfred Jaeger and
                  Thomas D. Nielsen and
                  Kim G. Larsen and
                  Brian Nielsen},
  title        = {Learning deterministic probabilistic automata from a model checking
                  perspective},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {2},
  pages        = {255--299},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5565-9},
  doi          = {10.1007/S10994-016-5565-9},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/MaoCJNLN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MenciaJ16,
  author       = {Eneldo Loza Menc{\'{\i}}a and
                  Frederik Janssen},
  title        = {Learning rules for multi-label classification: a stacking and a separate-and-conquer
                  approach},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {1},
  pages        = {77--126},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5552-1},
  doi          = {10.1007/S10994-016-5552-1},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/MenciaJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ParkK16,
  author       = {Young Woong Park and
                  Diego Klabjan},
  title        = {An aggregate and iterative disaggregate algorithm with proven optimality
                  in machine learning},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {2},
  pages        = {199--232},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5562-z},
  doi          = {10.1007/S10994-016-5562-Z},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ParkK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/RibeiroRG16,
  author       = {Rita P. Ribeiro and
                  Pedro Mota Pereira and
                  Jo{\~{a}}o Gama},
  title        = {Sequential anomalies: a study in the Railway Industry},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {1},
  pages        = {127--153},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5584-6},
  doi          = {10.1007/S10994-016-5584-6},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/RibeiroRG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Soltanmohammadi16,
  author       = {Erfan Soltanmohammadi and
                  Mort Naraghi{-}Pour and
                  Mihaela van der Schaar},
  title        = {Context-based unsupervised ensemble learning and feature ranking},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {3},
  pages        = {459--485},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5576-6},
  doi          = {10.1007/S10994-016-5576-6},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Soltanmohammadi16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WeiZ16,
  author       = {Xiu{-}Shen Wei and
                  Zhi{-}Hua Zhou},
  title        = {An empirical study on image bag generators for multi-instance learning},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {2},
  pages        = {155--198},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5560-1},
  doi          = {10.1007/S10994-016-5560-1},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WeiZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ZhuT16,
  author       = {Ye Zhu and
                  Kai Ming Ting},
  title        = {Commentary: a decomposition of the outlier detection problem into
                  a set of supervised learning problems},
  journal      = {Mach. Learn.},
  volume       = {105},
  number       = {2},
  pages        = {301--304},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-016-5566-8},
  doi          = {10.1007/S10994-016-5566-8},
  timestamp    = {Tue, 24 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ZhuT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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