BibTeX records: Alexey Zabashta

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@inproceedings{DBLP:conf/mm/KrylovPKZFF21,
  author       = {Dmitry Krylov and
                  Semen Poliakov and
                  Natalia Khanzhina and
                  Alexey Zabashta and
                  Andrey Filchenkov and
                  Aleksandr Farseev},
  editor       = {Xiu{-}Shen Wei and
                  Han{-}Jia Ye and
                  Jufeng Yang and
                  Jian Yang},
  title        = {Improving Multimodal Data Labeling with Deep Active Learning for Post
                  Classification in Social Networks},
  booktitle    = {MULL'21: Multimedia Understanding with Less Labeling on Multimedia
                  Understanding with Less Labeling, Virtual Event, China, 24 October
                  2021},
  pages        = {17--25},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3476098.3485055},
  doi          = {10.1145/3476098.3485055},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mm/KrylovPKZFF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccris/DrozdovZF20,
  author       = {Gleb Drozdov and
                  Alexey Zabashta and
                  Andrey Filchenkov},
  title        = {Graph Convolutional Network Based Generative Adversarial Networks
                  for the Algorithm Selection Problem in Classification},
  booktitle    = {{CCRIS} 2020: International Conference on Control, Robotics and Intelligent
                  System, Xiamen, China, October 27-29, 2020},
  pages        = {88--92},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3437802.3437818},
  doi          = {10.1145/3437802.3437818},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccris/DrozdovZF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ideal/SahipovZF20,
  author       = {Ilya Sahipov and
                  Alexey Zabashta and
                  Andrey Filchenkov},
  editor       = {Cesar Analide and
                  Paulo Novais and
                  David Camacho and
                  Hujun Yin},
  title        = {Stabilization of Dataset Matrix Form for Classification Dataset Generation
                  and Algorithm Selection},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2020
                  - 21st International Conference, Guimaraes, Portugal, November 4-6,
                  2020, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12490},
  pages        = {66--75},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-62365-4\_7},
  doi          = {10.1007/978-3-030-62365-4\_7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/SahipovZF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/csai/ZabashtaMS19,
  author       = {Alexey Zabashta and
                  Sergey Muravyov and
                  Ivan Smetannikov},
  title        = {Synthesis of Datasets with Specific Characteristics for the Clustering
                  Problem},
  booktitle    = {{CSAI} 2019: 2019 3rd International Conference on Computer Science
                  and Artificial Intelligence, Beijing, China, December 6-8, 2019},
  pages        = {43--47},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3374587.3374638},
  doi          = {10.1145/3374587.3374638},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/csai/ZabashtaMS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icaai/KachalskyZFK19,
  author       = {Ilya Kachalsky and
                  Alexey Zabashta and
                  Andrey Filchenkov and
                  Georgiy Korneev},
  title        = {Generating Datasets for Classification Task and Predicting Best Classifiers
                  with Conditional Generative Adversarial Networks},
  booktitle    = {The 3rd International Conference on Advances in Artificial Intelligence,
                  {ICAAI} 2019, Istanbul, Turkey, October 26-28, 2019},
  pages        = {97--101},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3369114.3369153},
  doi          = {10.1145/3369114.3369153},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaai/KachalskyZFK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ideal/ZabashtaF19,
  author       = {Alexey Zabashta and
                  Andrey Filchenkov},
  editor       = {Hujun Yin and
                  David Camacho and
                  Peter Ti{\~{n}}o and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros and
                  Ronaldo Menezes and
                  Richard Allmendinger},
  title        = {Active Dataset Generation for Meta-learning System Quality Improvement},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019
                  - 20th International Conference, Manchester, UK, November 14-16, 2019,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11871},
  pages        = {394--401},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-33607-3\_43},
  doi          = {10.1007/978-3-030-33607-3\_43},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/ZabashtaF19.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 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZabashtaF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mldm/ZabashtaSF16,
  author       = {Alexey Zabashta and
                  Ivan Smetannikov and
                  Andrey Filchenkov},
  editor       = {Petra Perner},
  title        = {Rank Aggregation Algorithm Selection Meets Feature Selection},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition - 12th International
                  Conference, {MLDM} 2016, New York, NY, USA, July 16-21, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9729},
  pages        = {740--755},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-41920-6\_56},
  doi          = {10.1007/978-3-319-41920-6\_56},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/ZabashtaSF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ZabashtaSF15,
  author       = {Alexey Zabashta and
                  Ivan Smetannikov and
                  Andrey Filchenkov},
  editor       = {Joaquin Vanschoren and
                  Pavel Brazdil and
                  Christophe G. Giraud{-}Carrier and
                  Lars Kotthoff},
  title        = {Study on Meta-Learning Approach Application in Rank Aggregation Algorithm
                  Selection},
  booktitle    = {Proceedings of the 2015 International Workshop on Meta-Learning and
                  Algorithm Selection co-located with European Conference on Machine
                  Learning and Principles and Practice of Knowledge Discovery in Databases
                  2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1455},
  pages        = {115--116},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1455/paper-16.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZabashtaSF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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