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@inproceedings{DBLP:conf/pkdd/CachadaAB17,
  author       = {Miguel Cachada and
                  Salisu Mamman Abdulrahman and
                  Pavel Brazdil},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Combining Feature and Algorithm Hyperparameter Selection using some
                  Metalearning Methods},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {69--83},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_07.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/CachadaAB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ContardoDA17,
  author       = {Gabriella Contardo and
                  Ludovic Denoyer and
                  Thierry Arti{\`{e}}res},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {A Meta-Learning Approach to One-Step Active-Learning},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {28--40},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_04.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ContardoDA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DoresSR17,
  author       = {Silvia Nunes das D{\^{o}}res and
                  Carlos Soares and
                  Duncan D. A. Ruiz},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Effect of Metalearning on Feature Selection Employment},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {84--90},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_08.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/DoresSR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/GijsbersVO17,
  author       = {Pieter Gijsbers and
                  Joaquin Vanschoren and
                  Randal S. Olson},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Layered {TPOT:} Speeding up Tree-based Pipeline Optimization},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {49--68},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_06.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/GijsbersVO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/IstrateMBN17,
  author       = {Roxana Istrate and
                  A. Cristiano I. Malossi and
                  Costas Bekas and
                  Dimitrios S. Nikolopoulos},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Incremental Training of Deep Convolutional Neural Networks},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {41--48},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_05.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/IstrateMBN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/MuravyovF17,
  author       = {Sergey Muravyov and
                  Andrey Filchenkov},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Meta-learning System for Automated Clustering},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {99--101},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_10.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MuravyovF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/PintoCSM17,
  author       = {F{\'{a}}bio Pinto and
                  V{\'{\i}}tor Cerqueira and
                  Carlos Soares and
                  Jo{\~{a}}o Mendes{-}Moreira},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {autoBagging: Learning to Rank Bagging Workflows with Metalearning},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {21--27},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_03.pdf},
  timestamp    = {Wed, 29 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/PintoCSM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/RijnH17,
  author       = {Jan N. van Rijn and
                  Frank Hutter},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {An Empirical Study of Hyperparameter Importance Across Datasets},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {91--98},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_09.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RijnH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/VerbruggenR17,
  author       = {Gust Verbruggen and
                  Luc De Raedt},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Towards Automated Relational Data Wrangling},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {12--20},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_02.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/VerbruggenR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/Wistuba17,
  author       = {Martin Wistuba},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Bayesian Optimization Combined with Successive Halving for Neural
                  Network Architecture Optimization},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {2--11},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_01.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Wistuba17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ZabashtaF17,
  author       = {Alexey Zabashta and
                  Andrey Filchenkov},
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {{NDSE:} Instance Generation for Classification by Given Meta-Feature
                  Description},
  booktitle    = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  pages        = {102--104},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998/paper\_11.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZabashtaF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/pkdd/2017automl,
  editor       = {Pavel Brazdil and
                  Joaquin Vanschoren and
                  Frank Hutter and
                  Holger H. Hoos},
  title        = {Proceedings of the International Workshop on Automatic Selection,
                  Configuration and Composition of Machine Learning Algorithms co-located
                  with the European Conference on Machine Learning {\&} Principles
                  and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
                  2017, Skopje, Macedonia, September 22, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1998},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1998},
  urn          = {urn:nbn:de:0074-1998-0},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2017automl.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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