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@inproceedings{DBLP:conf/dis/AmjadiTT21,
  author       = {Mehrnaz Amjadi and
                  Seyed Danial Mohseni Taheri and
                  Theja Tulabandhula},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {KATRec: Knowledge Aware aTtentive Sequential Recommendations},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {305--320},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_24},
  doi          = {10.1007/978-3-030-88942-5\_24},
  timestamp    = {Tue, 12 Oct 2021 18:03:33 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/AmjadiTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/AndresiniALBRM21,
  author       = {Giuseppina Andresini and
                  Annalisa Appice and
                  Corrado Loglisci and
                  Vincenzo Belvedere and
                  Domenico Redavid and
                  Donato Malerba},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {A Network Intrusion Detection System for Concept Drifting Network
                  Traffic Data},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {111--121},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_9},
  doi          = {10.1007/978-3-030-88942-5\_9},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/AndresiniALBRM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/AngiulliFN21,
  author       = {Fabrizio Angiulli and
                  Fabio Fassetti and
                  Simona Nistic{\`{o}}},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Local Interpretable Classifier Explanations with Self-generated Semantic
                  Features},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {401--410},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_31},
  doi          = {10.1007/978-3-030-88942-5\_31},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/AngiulliFN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/BahriB21,
  author       = {Maroua Bahri and
                  Albert Bifet},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Incremental k-Nearest Neighbors Using Reservoir Sampling for Data
                  Streams},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {122--137},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_10},
  doi          = {10.1007/978-3-030-88942-5\_10},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/BahriB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/BellingerCJ21,
  author       = {Colin Bellinger and
                  Roberto Corizzo and
                  Nathalie Japkowicz},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Calibrated Resampling for Imbalanced and Long-Tails in Deep Learning},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {242--252},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_19},
  doi          = {10.1007/978-3-030-88942-5\_19},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/BellingerCJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/BonsignoriGM21,
  author       = {Valerio Bonsignori and
                  Riccardo Guidotti and
                  Anna Monreale},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Deriving a Single Interpretable Model by Merging Tree-Based Classifiers},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {347--357},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_27},
  doi          = {10.1007/978-3-030-88942-5\_27},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/BonsignoriGM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/BuschKMB21,
  author       = {Florian Busch and
                  Moritz Kulessa and
                  Eneldo Loza Menc{\'{\i}}a and
                  Hendrik Blockeel},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Combining Predictions Under Uncertainty: The Case of Random Decision
                  Trees},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {78--93},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_7},
  doi          = {10.1007/978-3-030-88942-5\_7},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/BuschKMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/BussmannNL21,
  author       = {Bart Bussmann and
                  Jannes Nys and
                  Steven Latr{\'{e}}},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Neural Additive Vector Autoregression Models for Causal Discovery
                  in Time Series},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {446--460},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_35},
  doi          = {10.1007/978-3-030-88942-5\_35},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/BussmannNL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/CaforioAVAM21,
  author       = {Francesco Paolo Caforio and
                  Giuseppina Andresini and
                  Gennaro Vessio and
                  Annalisa Appice and
                  Donato Malerba},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection
                  Systems},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {385--400},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_30},
  doi          = {10.1007/978-3-030-88942-5\_30},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/CaforioAVAM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/CorizzoCPMJ21,
  author       = {Roberto Corizzo and
                  Michelangelo Ceci and
                  Gianvito Pio and
                  Paolo Mignone and
                  Nathalie Japkowicz},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Spatially-Aware Autoencoders for Detecting Contextual Anomalies in
                  Geo-Distributed Data},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {461--471},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_36},
  doi          = {10.1007/978-3-030-88942-5\_36},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/CorizzoCPMJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/CourtnageS21,
  author       = {Christie Courtnage and
                  Evgueni N. Smirnov},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Shapley-Value Data Valuation for Semi-supervised Learning},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {94--108},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_8},
  doi          = {10.1007/978-3-030-88942-5\_8},
  timestamp    = {Mon, 07 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/CourtnageS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/Coutinho-Almeida21,
  author       = {Jo{\~{a}}o Coutinho{-}Almeida and
                  Pedro Pereira Rodrigues and
                  Ricardo Jo{\~{a}}o Cruz Correia},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {GANs for Tabular Healthcare Data Generation: {A} Review on Utility
                  and Privacy},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {282--291},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_22},
  doi          = {10.1007/978-3-030-88942-5\_22},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/Coutinho-Almeida21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/DamkeH21,
  author       = {Clemens Damke and
                  Eyke H{\"{u}}llermeier},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Ranking Structured Objects with Graph Neural Networks},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {166--180},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_13},
  doi          = {10.1007/978-3-030-88942-5\_13},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/DamkeH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/DialloF21,
  author       = {A{\"{\i}}ssatou Diallo and
                  Johannes F{\"{u}}rnkranz},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Elliptical Ordinal Embedding},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {323--333},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_25},
  doi          = {10.1007/978-3-030-88942-5\_25},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/DialloF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/DuttaMN21,
  author       = {Haimonti Dutta and
                  Saurabh Amarnath Mahindre and
                  Nitin Nataraj},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Consensus Based Vertically Partitioned Multi-layer Perceptrons for
                  Edge Computing},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {253--267},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_20},
  doi          = {10.1007/978-3-030-88942-5\_20},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/DuttaMN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/ElsakaAHA21,
  author       = {Tarek Elsaka and
                  Imad Afyouni and
                  Ibrahim Abaker Targio Hashem and
                  Zaher Al Aghbari},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Multi-scale Sentiment Analysis of Location-Enriched {COVID-19} Arabic
                  Social Data},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {194--203},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_15},
  doi          = {10.1007/978-3-030-88942-5\_15},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/ElsakaAHA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/GaudreaultBG21,
  author       = {Jean{-}Gabriel Gaudreault and
                  Paula Branco and
                  Jo{\~{a}}o Gama},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {An Analysis of Performance Metrics for Imbalanced Classification},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {67--77},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_6},
  doi          = {10.1007/978-3-030-88942-5\_6},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/GaudreaultBG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/GharahighehiVP21,
  author       = {Alireza Gharahighehi and
                  Celine Vens and
                  Konstantinos Pliakos},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {An Ensemble Hypergraph Learning Framework for Recommendation},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {295--304},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_23},
  doi          = {10.1007/978-3-030-88942-5\_23},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/GharahighehiVP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/GuidottiR21,
  author       = {Riccardo Guidotti and
                  Salvatore Ruggieri},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Ensemble of Counterfactual Explainers},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {358--368},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_28},
  doi          = {10.1007/978-3-030-88942-5\_28},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/GuidottiR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/HudsonWA21,
  author       = {Dan Hudson and
                  Travis J. Wiltshire and
                  Martin Atzmueller},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Local Exceptionality Detection in Time Series Using Subgroup Discovery:
                  An Approach Exemplified on Team Interaction Data},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {435--445},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_34},
  doi          = {10.1007/978-3-030-88942-5\_34},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/HudsonWA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/JaiswalSHCOS21,
  author       = {Aman Jaiswal and
                  Harpreet Singh Sodhi and
                  Mohamed Muzamil H and
                  Rajveen Singh Chandhok and
                  Sageev Oore and
                  Chandramouli Shama Sastry},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Controlling BigGAN Image Generation with a Segmentation Network},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {268--281},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_21},
  doi          = {10.1007/978-3-030-88942-5\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/JaiswalSHCOS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/KawamuraY21,
  author       = {Kazuki Kawamura and
                  Akihiro Yamamoto},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {{HTML-LSTM:} Information Extraction from {HTML} Tables in Web Pages
                  Using Tree-Structured {LSTM}},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {29--43},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_3},
  doi          = {10.1007/978-3-030-88942-5\_3},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/KawamuraY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/KremplKP21,
  author       = {Georg Krempl and
                  Daniel Kottke and
                  Tuan Pham},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Statistical Analysis of Pairwise Connectivity},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {138--148},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_11},
  doi          = {10.1007/978-3-030-88942-5\_11},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/KremplKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/LiuBJ21,
  author       = {Yueyang Liu and
                  Zois Boukouvalas and
                  Nathalie Japkowicz},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {A Semi-supervised Framework for Misinformation Detection},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {57--66},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_5},
  doi          = {10.1007/978-3-030-88942-5\_5},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/LiuBJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/LjungmanLPFLPF21,
  author       = {Jimmy Ljungman and
                  Vanessa Lislevand and
                  John Pavlopoulos and
                  Alexandra Farazouli and
                  Zed Lee and
                  Panagiotis Papapetrou and
                  Uno Fors},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Automated Grading of Exam Responses: An Extensive Classification Benchmark},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {3--18},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_1},
  doi          = {10.1007/978-3-030-88942-5\_1},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/LjungmanLPFLPF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/LuHBN21,
  author       = {Jinghui Lu and
                  Maeve Henchion and
                  Ivan Bacher and
                  Brian Mac Namee},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {A Sentence-Level Hierarchical {BERT} Model for Document Classification
                  with Limited Labelled Data},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {231--241},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_18},
  doi          = {10.1007/978-3-030-88942-5\_18},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/LuHBN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/MarianiMN21,
  author       = {Giacomo Mariani and
                  Anna Monreale and
                  Francesca Naretto},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Privacy Risk Assessment of Individual Psychometric Profiles},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {411--421},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_32},
  doi          = {10.1007/978-3-030-88942-5\_32},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/MarianiMN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/MiliouPP21,
  author       = {Ioanna Miliou and
                  John Pavlopoulos and
                  Panagiotis Papapetrou},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Sentiment Nowcasting During the {COVID-19} Pandemic},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {218--228},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_17},
  doi          = {10.1007/978-3-030-88942-5\_17},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/MiliouPP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/MoroneyCMJAMJB21,
  author       = {Caitlin Moroney and
                  Evan Crothers and
                  Sudip Mittal and
                  Anupam Joshi and
                  T{\"{u}}lay Adali and
                  Christine Mallinson and
                  Nathalie Japkowicz and
                  Zois Boukouvalas},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {The Case for Latent Variable Vs Deep Learning Methods in Misinformation
                  Detection: An Application to {COVID-19}},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {422--432},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_33},
  doi          = {10.1007/978-3-030-88942-5\_33},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/MoroneyCMJAMJB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/NovakovicMM21,
  author       = {Aleksandar Novakovic and
                  Adele H. Marshall and
                  Carolyn McGregor},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Knowledge Discovery of the Delays Experienced in Reporting {COVID-19}
                  Confirmed Positive Cases Using Time to Event Models},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {183--193},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_14},
  doi          = {10.1007/978-3-030-88942-5\_14},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/NovakovicMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/PrimozicSDP21,
  author       = {Urh Primozic and
                  Blaz Skrlj and
                  Saso Dzeroski and
                  Matej Petkovic},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Unsupervised Feature Ranking via Attribute Networks},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {334--343},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_26},
  doi          = {10.1007/978-3-030-88942-5\_26},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/PrimozicSDP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/SkrljJEPL21,
  author       = {Blaz Skrlj and
                  Marko Jukic and
                  Nika Erzen and
                  Senja Pollak and
                  Nada Lavrac},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase
                  Extraction and Document Representation Learning},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {204--217},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_16},
  doi          = {10.1007/978-3-030-88942-5\_16},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/SkrljJEPL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/SoomlekRB21,
  author       = {Chitsutha Soomlek and
                  Jan N. van Rijn and
                  Marcello M. Bonsangue},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Automatic Human-Like Detection of Code Smells},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {19--28},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_2},
  doi          = {10.1007/978-3-030-88942-5\_2},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/SoomlekRB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/VerhelstSMDB21,
  author       = {Th{\'{e}}o Verhelst and
                  Jeevan Shrestha and
                  Denis Mercier and
                  Jean{-}Christophe Dewitte and
                  Gianluca Bontempi},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Predicting Reach to Find Persuadable Customers: Improving Uplift Models
                  for Churn Prevention},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {44--54},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_4},
  doi          = {10.1007/978-3-030-88942-5\_4},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/VerhelstSMDB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/WangSMP21,
  author       = {Zhendong Wang and
                  Isak Samsten and
                  Rami Mochaourab and
                  Panagiotis Papapetrou},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Learning Time Series Counterfactuals via Latent Space Representations},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {369--384},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_29},
  doi          = {10.1007/978-3-030-88942-5\_29},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/WangSMP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/ZhanP21,
  author       = {Haoxi Zhan and
                  Xiaobing Pei},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {{FHA:} Fast Heuristic Attack Against Graph Convolutional Networks},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {151--165},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_12},
  doi          = {10.1007/978-3-030-88942-5\_12},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/ZhanP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/dis/2021,
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5},
  doi          = {10.1007/978-3-030-88942-5},
  isbn         = {978-3-030-88941-8},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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