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@proceedings{DBLP:conf/pkdd/2022-w1,
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-23618-1},
doi = {10.1007/978-3-031-23618-1},
isbn = {978-3-031-23617-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001JMM22,
author = {Raphael Fischer and
Matthias Jakobs and
Sascha M{\"{u}}cke and
Katharina Morik},
title = {A Unified Framework for Assessing Energy Efficiency of Machine Learning},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {39--54},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_3},
doi = {10.1007/978-3-031-23618-1\_3},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0001JMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0009LS22,
author = {Chao Qian and
Tianheng Ling and
Gregor Schiele},
title = {Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of
{LSTM} Cells for Embedded FPGAs},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {594--605},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_40},
doi = {10.1007/978-3-031-23618-1\_40},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0009LS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdelqaderSPG22,
author = {Husam Abdelqader and
Evgueni N. Smirnov and
Marc Pont and
Marciano Geijselaers},
title = {Interpretable and Reliable Rule Classification Based on Conformal
Prediction},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {385--401},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_26},
doi = {10.1007/978-3-031-23618-1\_26},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AbdelqaderSPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BancudLAK22,
author = {Gil Emmanuel Bancud and
Alex John Labanon and
Neil Angelo Abreo and
Vladimer Kobayashi},
title = {Combining Image Enhancement Techniques and Deep Learning for Shallow
Water Benthic Marine Litter Detection},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {137--149},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_9},
doi = {10.1007/978-3-031-23618-1\_9},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BancudLAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaudeuWL22,
author = {Raphael Baudeu and
Marvin N. Wright and
Markus Loecher},
title = {Are {SHAP} Values Biased Towards High-Entropy Features?},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {418--433},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_28},
doi = {10.1007/978-3-031-23618-1\_28},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaudeuWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BoidotALL22,
author = {Corentin Boidot and
Olivier Augereau and
Pierre De Loor and
Riwal Lefort},
title = {Limits of {XAI} Application-Grounded Evaluation: An E-Sport Prediction
Example},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {452--466},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_30},
doi = {10.1007/978-3-031-23618-1\_30},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BoidotALL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldasS22,
author = {Francisco M. Caldas and
Cl{\'{a}}udia Soares},
title = {A Temporal Fusion Transformer for Long-Term Explainable Prediction
of Emergency Department Overcrowding},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {71--88},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_5},
doi = {10.1007/978-3-031-23618-1\_5},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CaldasS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Dominguez-Catena22,
author = {Iris Dominguez{-}Catena and
Daniel Paternain and
Mikel Galar},
title = {Gender Stereotyping Impact in Facial Expression Recognition},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {9--22},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_1},
doi = {10.1007/978-3-031-23618-1\_1},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Dominguez-Catena22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EvansB22,
author = {Callum Evans and
Hugo Barbosa},
title = {A Reinforcement Learning Algorithm for Fair Electoral Redistricting
in Parliamentary Systems},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {167--180},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_11},
doi = {10.1007/978-3-031-23618-1\_11},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EvansB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GiaiPT22,
author = {Enrico Giai and
Nicola Poeta and
David Turnbull},
title = {Multi-modal Terminology Management - Corpora, Data Models, and Implementations
in TermStar},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {219--226},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_14},
doi = {10.1007/978-3-031-23618-1\_14},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GiaiPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrabarczykR22,
author = {Magdalena Grabarczyk and
Krzysztof Rudas},
title = {Shrinkage Estimators for Uplift Regression},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {524--537},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_35},
doi = {10.1007/978-3-031-23618-1\_35},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GrabarczykR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrineL22,
author = {Tito Grin{\'{e}} and
Carla Teixeira Lopes},
title = {A Social Media Tool for Domain-Specific Information Retrieval - {A}
Case Study in Human Trafficking},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {23--38},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_2},
doi = {10.1007/978-3-031-23618-1\_2},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GrineL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoPS22,
author = {Xiaotian Guo and
Andy D. Pimentel and
Todor P. Stefanov},
title = {Hierarchical Design Space Exploration for Distributed {CNN} Inference
at the Edge},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {545--556},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_36},
doi = {10.1007/978-3-031-23618-1\_36},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuoPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaabDM22,
author = {Jonathan Haab and
Nicolas Deutschmann and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
title = {Is Attention Interpretation? {A} Quantitative Assessment on Sets},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {303--321},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_21},
doi = {10.1007/978-3-031-23618-1\_21},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaabDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JakubikSHVK22,
author = {Johannes Jakubik and
Jakob Sch{\"{o}}ffer and
Vincent Hoge and
Michael V{\"{o}}ssing and
Niklas K{\"{u}}hl},
title = {An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI
Decision-Making},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {353--368},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_24},
doi = {10.1007/978-3-031-23618-1\_24},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JakubikSHVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Jobson22,
author = {Deddy Jobson},
title = {Estimating the Impact of Coupon Non-usage},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {517--523},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_34},
doi = {10.1007/978-3-031-23618-1\_34},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Jobson22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KamalVPR22,
author = {Ataollah Kamal and
Elouan Vincent and
Marc Plantevit and
C{\'{e}}line Robardet},
title = {Improving the Quality of Rule-Based {GNN} Explanations},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {467--482},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_31},
doi = {10.1007/978-3-031-23618-1\_31},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KamalVPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kara-IsittST22,
author = {Fawzia Zehra Kara{-}Isitt and
Stephen Swift and
Allan Tucker},
title = {Intelligently Detecting Information Online-Weaponisation Trends {(IDIOT)}},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {197--214},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_13},
doi = {10.1007/978-3-031-23618-1\_13},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Kara-IsittST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KressHHWAH022,
author = {Fabian Kre{\ss} and
Julian H{\"{o}}fer and
Tim Hotfilter and
Iris Walter and
El Mahdi El Annabi and
Tanja Harbaum and
J{\"{u}}rgen Becker},
title = {Automated Search for Deep Neural Network Inference Partitioning on
Embedded {FPGA}},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {557--568},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_37},
doi = {10.1007/978-3-031-23618-1\_37},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KressHHWAH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuratomiPPLT22,
author = {Alejandro Kuratomi and
Evaggelia Pitoura and
Panagiotis Papapetrou and
Tony Lindgren and
Panayiotis Tsaparas},
title = {Measuring the Burden of (Un)fairness Using Counterfactuals},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {402--417},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_27},
doi = {10.1007/978-3-031-23618-1\_27},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KuratomiPPLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LopoJP22,
author = {R{\'{u}}ben X. L{\^{o}}po and
Al{\'{\i}}pio M. Jorge and
Maria Pedroto},
title = {Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated
Familial Amyloid Polyneuropathy Disease},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {103--118},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_7},
doi = {10.1007/978-3-031-23618-1\_7},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LopoJP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ManerbaM22,
author = {Marta Marchiori Manerba and
Virginia Morini},
title = {Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability
Play a Role?},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {483--497},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_32},
doi = {10.1007/978-3-031-23618-1\_32},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ManerbaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MignoneMC22,
author = {Paolo Mignone and
Donato Malerba and
Michelangelo Ceci},
title = {Anomaly Detection for Physical Threat Intelligence},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {281--292},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_20},
doi = {10.1007/978-3-031-23618-1\_20},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MignoneMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MihelcicS22,
author = {Matej Mihelcic and
Tomislav Smuc},
title = {Rules, Subgroups and Redescriptions as Features in Classification
Tasks},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {248--260},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_17},
doi = {10.1007/978-3-031-23618-1\_17},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MihelcicS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MylonasMBT22,
author = {Nikolaos Mylonas and
Ioannis Mollas and
Nick Bassiliades and
Grigorios Tsoumakas},
title = {Local Multi-label Explanations for Random Forest},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {369--384},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_25},
doi = {10.1007/978-3-031-23618-1\_25},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MylonasMBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaiSPGM22,
author = {Roberto Nai and
Emilio Sulis and
Paolo Pasteris and
Mirko Giunta and
Rosa Meo},
title = {Exploitation and Merge of Information Sources for Public Procurement
Improvement},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {89--102},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_6},
doi = {10.1007/978-3-031-23618-1\_6},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NaiSPGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NuytsDMD22,
author = {Loren Nuyts and
Laurens Devos and
Wannes Meert and
Jesse Davis},
title = {Bitpaths: Compressing Datasets Without Decreasing Predictive Performance},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {261--268},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_18},
doi = {10.1007/978-3-031-23618-1\_18},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NuytsDMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OsterwindDVH22,
author = {Adrian Osterwind and
Julian Droste{-}Rehling and
Manoj Rohit Vemparala and
Domenik Helms},
title = {Hardware Execution Time Prediction for Neural Network Layers},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {582--593},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_39},
doi = {10.1007/978-3-031-23618-1\_39},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OsterwindDVH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PinxterenFC22,
author = {Sam Pinxteren and
Marco Favier and
Toon Calders},
title = {RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through
Bound Propagation},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {336--352},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_23},
doi = {10.1007/978-3-031-23618-1\_23},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PinxterenFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuyNFN22,
author = {Tai Le Quy and
Thi Huyen Nguyen and
Gunnar Friege and
Eirini Ntoutsi},
title = {Evaluation of Group Fairness Measures in Student Performance Prediction
Problems},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {119--136},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_8},
doi = {10.1007/978-3-031-23618-1\_8},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QuyNFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RusciFCPF22,
author = {Manuele Rusci and
Marco Fariselli and
Martin Croome and
Francesco Paci and
Eric Flamand},
title = {Accelerating RNN-Based Speech Enhancement on a Multi-core {MCU} with
Mixed {FP16-INT8} Post-training Quantization},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {606--617},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_41},
doi = {10.1007/978-3-031-23618-1\_41},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RusciFCPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RychenerRSFD22,
author = {Yves Rychener and
Xavier Renard and
Djam{\'{e}} Seddah and
Pascal Frossard and
Marcin Detyniecki},
title = {On the Granularity of Explanations in Model Agnostic {NLP} Interpretability},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {498--512},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_33},
doi = {10.1007/978-3-031-23618-1\_33},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RychenerRSFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SallesMR022,
author = {Rodrigo Salles and
J{\'{e}}r{\^{o}}me Mendes and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
title = {Fault Detection in Wastewater Treatment Plants: Application of Autoencoders
Models with Streaming Data},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {55--70},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_4},
doi = {10.1007/978-3-031-23618-1\_4},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SallesMR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SantosM22,
author = {Eric Ferreira Dos Santos and
Alessandra Mileo},
title = {From Disentangled Representation to Concept Ranking: Interpreting
Deep Representations in Image Classification Tasks},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {322--335},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_22},
doi = {10.1007/978-3-031-23618-1\_22},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SantosM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShajiAR022,
author = {Nirbhaya Shaji and
Thiago Andrade and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
title = {Study on Correlation Between Vehicle Emissions and Air Quality in
Porto},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {181--196},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_12},
doi = {10.1007/978-3-031-23618-1\_12},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShajiAR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SorescuKBHV22,
author = {Tiberius{-}George Sorescu and
Chandrakanth R. Kancharla and
Jeroen Boydens and
Hans Hallez and
Mathias Verbeke},
title = {Framework to Evaluate Deep Learning Algorithms for Edge Inference
and Training},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {569--581},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_38},
doi = {10.1007/978-3-031-23618-1\_38},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SorescuKBHV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TeixeiraVR022,
author = {S{\'{o}}nia Teixeira and
Bruno Veloso and
Jos{\'{e}} Coelho Rodrigues and
Jo{\~{a}}o Gama},
title = {Ethical and Technological {AI} Risks Classification: {A} Human Vs
Machine Approach},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {150--166},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_10},
doi = {10.1007/978-3-031-23618-1\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TeixeiraVR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UmairMMU22,
author = {Areeba Umair and
Elio Masciari and
Giusi Madeo and
Muhammad Habib Ullah},
title = {Sentimental Analysis of {COVID-19} Vaccine Tweets Using {BERT+NBSVM}},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {238--247},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_16},
doi = {10.1007/978-3-031-23618-1\_16},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/UmairMMU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Valero-LealCJ22,
author = {Enrique Valero{-}Leal and
Manuel Campos and
Jose M. Juarez},
title = {Simple Explanations to Summarise Subgroup Discovery Outcomes: {A}
Case Study Concerning Patient Phenotyping},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {434--451},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_29},
doi = {10.1007/978-3-031-23618-1\_29},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Valero-LealCJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VeneriTGVL22,
author = {Michele Delli Veneri and
Lukasz Tychoniec and
Fabrizia Guglielmetti and
Eric Villard and
Giuseppe Longo},
title = {3D Detection of {ALMA} Sources Through Deep Learning},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {269--280},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_19},
doi = {10.1007/978-3-031-23618-1\_19},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VeneriTGVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuQWM22,
author = {Han Wu and
Holland Qian and
Huaming Wu and
Aad van Moorsel},
title = {LDRNet: Enabling Real-Time Document Localization on Mobile Devices},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {618--629},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_42},
doi = {10.1007/978-3-031-23618-1\_42},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WuQWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/dAjelloFMMAMQZ22,
author = {Emanuele d'Ajello and
Davide Formica and
Elio Masciari and
Gaia Mattia and
Arianna Anniciello and
Cristina Moscariello and
Stefano Quintarelli and
Davide Zaccarella},
title = {Cluster Algorithm for Social Choice},
booktitle = {{PKDD/ECML} Workshops {(1)}},
pages = {227--237},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_15},
doi = {10.1007/978-3-031-23618-1\_15},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/dAjelloFMMAMQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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