Search dblp for Publications

export results for "toc:db/conf/pkdd/pkdd2021-5.bht:"

 download as .bib file

@inproceedings{DBLP:conf/pkdd/AlguacilPBJM21,
  author       = {Antonio Alguacil and
                  Wagner Gon{\c{c}}alves Pinto and
                  Michael Bauerheim and
                  Marc C. Jacob and
                  St{\'{e}}phane Moreau},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Effects of Boundary Conditions in Fully Convolutional Networks for
                  Learning Spatio-Temporal Dynamics},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {102--117},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_7},
  doi          = {10.1007/978-3-030-86517-7\_7},
  timestamp    = {Wed, 28 Jun 2023 16:19:42 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/AlguacilPBJM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/AntarisRA21,
  author       = {Stefanos Antaris and
                  Dimitrios Rafailidis and
                  Romina Arriaza},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Multi-task Learning for User Engagement and Adoption in Live Video
                  Streaming Events},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {463--478},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_29},
  doi          = {10.1007/978-3-030-86517-7\_29},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/AntarisRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/AzriFHDN21,
  author       = {Abderrazek Azri and
                  C{\'{e}}cile Favre and
                  Nouria Harbi and
                  J{\'{e}}r{\^{o}}me Darmont and
                  Camille No{\^{u}}s},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Calling to {CNN-LSTM} for Rumor Detection: {A} Deep Multi-channel
                  Model for Message Veracity Classification in Microblogs},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {497--513},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_31},
  doi          = {10.1007/978-3-030-86517-7\_31},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/AzriFHDN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BergH21,
  author       = {Sophie van den Berg and
                  Marwan Hassani},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {On Inferring a Meaningful Similarity Metric for Customer Behaviour},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {234--250},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_15},
  doi          = {10.1007/978-3-030-86517-7\_15},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BergH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BlairEHB21,
  author       = {Philip Blair and
                  Carmel Eliav and
                  Fiona Hasanaj and
                  Kfir Bar},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Balancing Speed and Accuracy in Neural-Enhanced Phonetic Name Matching},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {271--284},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_17},
  doi          = {10.1007/978-3-030-86517-7\_17},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BlairEHB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/DongLXCC21,
  author       = {Kaiwen Dong and
                  Kai Lu and
                  Xin Xia and
                  David A. Cieslak and
                  Nitesh V. Chawla},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {An Optimized {NL2SQL} System for Enterprise Data Mart},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {335--350},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_21},
  doi          = {10.1007/978-3-030-86517-7\_21},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/DongLXCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/HuangM21,
  author       = {Guanjie Huang and
                  Fenglong Ma},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {ConCAD: Contrastive Learning-Based Cross Attention for Sleep Apnea
                  Detection},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {68--84},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_5},
  doi          = {10.1007/978-3-030-86517-7\_5},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HuangM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/JaniszewskiLS21,
  author       = {Piotr Janiszewski and
                  Mateusz Lango and
                  Jerzy Stefanowski},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Time Aspect in Making an Actionable Prediction of a Conversation Breakdown},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {351--364},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_22},
  doi          = {10.1007/978-3-030-86517-7\_22},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/JaniszewskiLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/KanebakoT21,
  author       = {Yusuke Kanebako and
                  Kazuki Tsukamoto},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {PuzzleShuffle: Undesirable Feature Learning for Semantic Shift Detection},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {3--19},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_1},
  doi          = {10.1007/978-3-030-86517-7\_1},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KanebakoT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/KuniyoshiOM21,
  author       = {Fusataka Kuniyoshi and
                  Jun Ozawa and
                  Makoto Miwa},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Analyzing Research Trends in Inorganic Materials Literature Using
                  {NLP}},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {319--334},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_20},
  doi          = {10.1007/978-3-030-86517-7\_20},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KuniyoshiOM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/LiuWL21a,
  author       = {Zhiyue Liu and
                  Jiahai Wang and
                  Zhenghong Li},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Topic-to-Essay Generation with Comprehensive Knowledge Enhancement},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {302--318},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_19},
  doi          = {10.1007/978-3-030-86517-7\_19},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LiuWL21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/LuTYTOTMK21,
  author       = {Xiaotian Lu and
                  Arseny Tolmachev and
                  Tatsuya Yamamoto and
                  Koh Takeuchi and
                  Seiji Okajima and
                  Tomoyoshi Takebayashi and
                  Koji Maruhashi and
                  Hisashi Kashima},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Crowdsourcing Evaluation of Saliency-Based {XAI} Methods},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {431--446},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_27},
  doi          = {10.1007/978-3-030-86517-7\_27},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LuTYTOTMK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/MadanCV21,
  author       = {Manchit Madan and
                  Ankur Chouragade and
                  Sreekanth Vempati},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {The Joy of Dressing Is an Art: Outfit Generation Using Self-attention
                  Bi-LSTM},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {218--233},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_14},
  doi          = {10.1007/978-3-030-86517-7\_14},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/MadanCV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/NguyenKHF21,
  author       = {Anna Nguyen and
                  Franz Krause and
                  Daniel Hagenmayer and
                  Michael F{\"{a}}rber},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Quantifying Explanations of Neural Networks in E-Commerce Based on
                  {LRP}},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {251--267},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_16},
  doi          = {10.1007/978-3-030-86517-7\_16},
  timestamp    = {Tue, 05 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/NguyenKHF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/RamosBAK21,
  author       = {Joao A. Candido Ramos and
                  Lionel Blond{\'{e}} and
                  St{\'{e}}phane Armand and
                  Alexandros Kalousis},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Conditional Neural Relational Inference for Interacting Systems},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {182--197},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_12},
  doi          = {10.1007/978-3-030-86517-7\_12},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RamosBAK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SalinasBRV21,
  author       = {Nelly Rosaura Palacios Salinas and
                  Mitra Baratchi and
                  Jan N. van Rijn and
                  Andreas Vollrath},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Automated Machine Learning for Satellite Data: Integrating Remote
                  Sensing Pre-trained Models into AutoML Systems},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {447--462},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_28},
  doi          = {10.1007/978-3-030-86517-7\_28},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SalinasBRV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SharmaKK21,
  author       = {Arushi Sharma and
                  Anubha Kabra and
                  Rajiv Kapoor},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Feature Enhanced Capsule Networks for Robust Automatic Essay Scoring},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {365--380},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_23},
  doi          = {10.1007/978-3-030-86517-7\_23},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SharmaKK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SudharsanPBA21,
  author       = {Bharath Sudharsan and
                  Pankesh Patel and
                  John G. Breslin and
                  Muhammad Intizar Ali},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Enabling Machine Learning on the Edge Using {SRAM} Conserving Efficient
                  Neural Networks Execution Approach},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {20--35},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_2},
  doi          = {10.1007/978-3-030-86517-7\_2},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SudharsanPBA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SzycWM21,
  author       = {Kamil Szyc and
                  Tomasz Walkowiak and
                  Henryk Maciejewski},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Checking Robustness of Representations Learned by Deep Neural Networks},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {399--414},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_25},
  doi          = {10.1007/978-3-030-86517-7\_25},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SzycWM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/TheobaldAPCCN21,
  author       = {Claire Theobald and
                  Bastien Arcelin and
                  Fr{\'{e}}d{\'{e}}ric Pennerath and
                  Brieuc Conan{-}Guez and
                  Miguel Couceiro and
                  Amedeo Napoli},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity
                  Regression},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {135--150},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_9},
  doi          = {10.1007/978-3-030-86517-7\_9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/TheobaldAPCCN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/VMG21,
  author       = {Venktesh V and
                  Mukesh K. Mohania and
                  Vikram Goyal},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {TagRec: Automated Tagging of Questions with Hierarchical Learning
                  Taxonomy},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {381--396},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_24},
  doi          = {10.1007/978-3-030-86517-7\_24},
  timestamp    = {Thu, 30 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/VMG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/WendlingerBG21,
  author       = {Lorenz Wendlinger and
                  Emanuel Berndl and
                  Michael Granitzer},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Methods for Automatic Machine-Learning Workflow Analysis},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {52--67},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_4},
  doi          = {10.1007/978-3-030-86517-7\_4},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/WendlingerBG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/WichMGHG21,
  author       = {Maximilian Wich and
                  Edoardo Mosca and
                  Adrian Gorniak and
                  Johannes Hingerl and
                  Georg Groh},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Explainable Abusive Language Classification Leveraging User and Network
                  Data},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {481--496},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_30},
  doi          = {10.1007/978-3-030-86517-7\_30},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/WichMGHG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/XieLL21,
  author       = {Tianyi Xie and
                  Thai Le and
                  Dongwon Lee},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {{CHECKER:} Detecting Clickbait Thumbnails with Weak Supervision and
                  Co-teaching},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {415--430},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_26},
  doi          = {10.1007/978-3-030-86517-7\_26},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XieLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/XuDFWL21,
  author       = {Guowei Xu and
                  Wenbiao Ding and
                  Weiping Fu and
                  Zhongqin Wu and
                  Zitao Liu},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Robust Learning for Text Classification with Multi-source Noise Simulation
                  and Hard Example Mining},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {285--301},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_18},
  doi          = {10.1007/978-3-030-86517-7\_18},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XuDFWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/XuSDCL21,
  author       = {Fengyang Xu and
                  Wencheng Shi and
                  Yunfei Du and
                  Zhiguang Chen and
                  Yutong Lu},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {DeepPE: Emulating Parameterization in Numerical Weather Forecast Model
                  Through Bidirectional Network},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {87--101},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_6},
  doi          = {10.1007/978-3-030-86517-7\_6},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XuSDCL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/XuTG21,
  author       = {Zhen Xu and
                  Wei{-}Wei Tu and
                  Isabelle Guyon},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {AutoML Meets Time Series Regression Design and Analysis of the AutoSeries
                  Challenge},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {36--51},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_3},
  doi          = {10.1007/978-3-030-86517-7\_3},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XuTG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/XueNZFZE21,
  author       = {Yexiang Xue and
                  Md. Nasim and
                  Maosen Zhang and
                  Cuncai Fan and
                  Xinghang Zhang and
                  Anter El{-}Azab},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Physics Knowledge Discovery via Neural Differential Equation Embedding},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {118--134},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_8},
  doi          = {10.1007/978-3-030-86517-7\_8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/XueNZFZE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/YuLXSZL21,
  author       = {Haomin Yu and
                  Mingfei Liang and
                  Ruobing Xie and
                  Zhenlong Sun and
                  Bo Zhang and
                  Leyu Lin},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {MMNet: Multi-granularity Multi-mode Network for Item-Level Share Rate
                  Prediction},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {201--217},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_13},
  doi          = {10.1007/978-3-030-86517-7\_13},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/YuLXSZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ZhangYKRCDJPPBT21,
  author       = {Yihe Zhang and
                  Xu Yuan and
                  Sytske K. Kimball and
                  Eric Rappin and
                  Li Chen and
                  Paul J. Darby III and
                  Tom Johnsten and
                  Lu Peng and
                  Boisy Pitre and
                  David Bourrie and
                  Nian{-}Feng Tzeng},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Precise Weather Parameter Predictions for Target Regions via Neural
                  Networks},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {151--167},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_10},
  doi          = {10.1007/978-3-030-86517-7\_10},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhangYKRCDJPPBT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ZhouZLLWT21,
  author       = {Bo Zhou and
                  Hongsheng Zeng and
                  Yuecheng Liu and
                  Kejiao Li and
                  Fan Wang and
                  Hao Tian},
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Action Set Based Policy Optimization for Safe Power Grid Management},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  pages        = {168--181},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7\_11},
  doi          = {10.1007/978-3-030-86517-7\_11},
  timestamp    = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhouZLLWT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/pkdd/2021-5,
  editor       = {Yuxiao Dong and
                  Nicolas Kourtellis and
                  Barbara Hammer and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Machine Learning and Knowledge Discovery in Databases. Applied Data
                  Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
                  September 13-17, 2021, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12979},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86517-7},
  doi          = {10.1007/978-3-030-86517-7},
  isbn         = {978-3-030-86516-0},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021-5.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.