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@inproceedings{DBLP:conf/pkdd/AriannezhadSR20,
  author       = {Mozhdeh Ariannezhad and
                  Sebastian Schelter and
                  Maarten de Rijke},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Demand Forecasting in the Presence of Privileged Information},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {46--62},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_4},
  doi          = {10.1007/978-3-030-65742-0\_4},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/AriannezhadSR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BagnallFLLM20,
  author       = {Anthony J. Bagnall and
                  Michael Flynn and
                  James Large and
                  Jason Lines and
                  Matthew Middlehurst},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {On the Usage and Performance of the Hierarchical Vote Collective of
                  Transformation-Based Ensembles Version 1.0 {(HIVE-COTE} v1.0)},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {3--18},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_1},
  doi          = {10.1007/978-3-030-65742-0\_1},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BagnallFLLM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BuenoHL20,
  author       = {Marcos L. P. Bueno and
                  Arjen Hommersom and
                  Peter J. F. Lucas},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Temporal Exceptional Model Mining Using Dynamic Bayesian Networks},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {97--112},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_7},
  doi          = {10.1007/978-3-030-65742-0\_7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BuenoHL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DauxaisG20,
  author       = {Yann Dauxais and
                  Thomas Guyet},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Generalized Chronicles for Temporal Sequence Classification},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {30--45},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_3},
  doi          = {10.1007/978-3-030-65742-0\_3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/DauxaisG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DelsautJMG20,
  author       = {Mathieu Delsaut and
                  Patrick Jeanty and
                  B{\'{e}}atrice Morel and
                  Dominique Gay},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La
                  R{\'{e}}union Island, {SW} Indian Ocean)},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {113--121},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_8},
  doi          = {10.1007/978-3-030-65742-0\_8},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/DelsautJMG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DhontTB20,
  author       = {Michiel Dhont and
                  Elena Tsiporkova and
                  Veselka Boeva},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Layered Integration Approach for Multi-view Analysis of Temporal Data},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {138--154},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_10},
  doi          = {10.1007/978-3-030-65742-0\_10},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/DhontTB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DhontTTG20,
  author       = {Michiel Dhont and
                  Elena Tsiporkova and
                  Tom Tourw{\'{e}} and
                  Nicol{\'{a}}s Gonz{\'{a}}lez{-}Deleito},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Visual Analytics for Extracting Trends from Spatio-temporal Data},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {122--137},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_9},
  doi          = {10.1007/978-3-030-65742-0\_9},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/DhontTTG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/FitzpatrickCA20,
  author       = {James Fitzpatrick and
                  Paula Carroll and
                  Deepak Ajwani},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Creating and Characterising Electricity Load Profiles of Residential
                  Buildings},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {182--203},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_13},
  doi          = {10.1007/978-3-030-65742-0\_13},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/FitzpatrickCA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/GarnotL20,
  author       = {Vivien Sainte Fare Garnot and
                  Lo{\"{\i}}c Landrieu},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Lightweight Temporal Self-attention for Classifying Satellite Images
                  Time Series},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {171--181},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_12},
  doi          = {10.1007/978-3-030-65742-0\_12},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/GarnotL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/Guijo-RubioGBH20,
  author       = {David Guijo{-}Rubio and
                  Pedro Antonio Guti{\'{e}}rrez and
                  Anthony J. Bagnall and
                  C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Ordinal Versus Nominal Time Series Classification},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {19--29},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_2},
  doi          = {10.1007/978-3-030-65742-0\_2},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Guijo-RubioGBH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/Kathirgamanathan20,
  author       = {Bahavathy Kathirgamanathan and
                  P{\'{a}}draig Cunningham},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {A Feature Selection Method for Multi-dimension Time-Series Data},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {220--231},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_15},
  doi          = {10.1007/978-3-030-65742-0\_15},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Kathirgamanathan20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/NguyenNI20,
  author       = {Thu Trang Nguyen and
                  Thach Le Nguyen and
                  Georgiana Ifrim},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {A Model-Agnostic Approach to Quantifying the Informativeness of Explanation
                  Methods for Time Series Classification},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {77--94},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_6},
  doi          = {10.1007/978-3-030-65742-0\_6},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/NguyenNI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/PengSB20,
  author       = {Tao Peng and
                  Sana Sellami and
                  Omar Boucelma},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Trust Assessment on Streaming Data: {A} Real Time Predictive Approach},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {204--219},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_14},
  doi          = {10.1007/978-3-030-65742-0\_14},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/PengSB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SanchezWSBBA20,
  author       = {Carlos Salort S{\'{a}}nchez and
                  Alexander Wieder and
                  Paolo Sottovia and
                  Stefano Bortoli and
                  Jan Baumbach and
                  Cristian Axenie},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {{GANNSTER:} Graph-Augmented Neural Network Spatio-Temporal Reasoner
                  for Traffic Forecasting},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {63--76},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_5},
  doi          = {10.1007/978-3-030-65742-0\_5},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/SanchezWSBBA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/WielEF20,
  author       = {Luuk van de Wiel and
                  Daniel M. van Es and
                  A. J. Feelders},
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Real-Time Outlier Detection in Time Series Data of Water Sensors},
  booktitle    = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  pages        = {155--170},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0\_11},
  doi          = {10.1007/978-3-030-65742-0\_11},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/WielEF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/pkdd/2020aaltd,
  editor       = {Vincent Lemaire and
                  Simon Malinowski and
                  Anthony J. Bagnall and
                  Thomas Guyet and
                  Romain Tavenard and
                  Georgiana Ifrim},
  title        = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
                  Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12588},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65742-0},
  doi          = {10.1007/978-3-030-65742-0},
  isbn         = {978-3-030-65741-3},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2020aaltd.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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