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@inproceedings{DBLP:conf/cdmake/CabitzaCFNCG23, author = {Federico Cabitza and Andrea Campagner and Lorenzo Famiglini and Chiara Natali and Valerio Caccavella and Enrico Gallazzi}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the {AI} Advice}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {155--169}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_10}, doi = {10.1007/978-3-031-40837-3\_10}, timestamp = {Tue, 12 Sep 2023 07:57:21 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/CabitzaCFNCG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/DaveAT23, author = {Ryan Dave and Juan S. Angarita{-}Zapata and Isaac Triguero}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {82--102}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_6}, doi = {10.1007/978-3-031-40837-3\_6}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/DaveAT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/DieraLGS23, author = {Andor Diera and Nicolas Lell and Aygul Garifullina and Ansgar Scherp}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Memorization of Named Entities in Fine-Tuned {BERT} Models}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {258--279}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_16}, doi = {10.1007/978-3-031-40837-3\_16}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/DieraLGS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/EresheimKA23, author = {Sebastian Eresheim and Fabian Kovac and Alexander C. Adrowitzer}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {239--257}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_15}, doi = {10.1007/978-3-031-40837-3\_15}, timestamp = {Tue, 16 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/EresheimKA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/FinzelRKS23, author = {Bettina Finzel and Ines Rieger and Simon Kuhn and Ute Schmid}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {31--44}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_3}, doi = {10.1007/978-3-031-40837-3\_3}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/FinzelRKS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/GevaertSHS23, author = {Arne Gevaert and Anna Saranti and Andreas Holzinger and Yvan Saeys}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {13--30}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_2}, doi = {10.1007/978-3-031-40837-3\_2}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/GevaertSHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/HolzingerSHBHRMBP23, author = {Andreas Holzinger and Anna Saranti and Anne{-}Christin Hauschild and Jacqueline Michelle Beinecke and Dominik Heider and Richard R{\"{o}}ttger and Heimo M{\"{u}}ller and Jan Baumbach and Bastian Pfeifer}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {45--64}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_4}, doi = {10.1007/978-3-031-40837-3\_4}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/HolzingerSHBHRMBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/KarlS23, author = {Fabian Karl and Ansgar Scherp}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Transformers are Short-Text Classifiers}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {103--122}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_7}, doi = {10.1007/978-3-031-40837-3\_7}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/KarlS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/KiesebergWTCCH23, author = {Peter Kieseberg and Edgar R. Weippl and A Min Tjoa and Federico Cabitza and Andrea Campagner and Andreas Holzinger}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Controllable {AI} - An Alternative to Trustworthiness in Complex {AI} Systems?}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {1--12}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_1}, doi = {10.1007/978-3-031-40837-3\_1}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/KiesebergWTCCH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/LellS23, author = {Nicolas Lell and Ansgar Scherp}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {The Split Matters: Flat Minima Methods for Improving the Performance of GNNs}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {200--226}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_13}, doi = {10.1007/978-3-031-40837-3\_13}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/LellS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/MuckeWMSHLS23, author = {Justin M{\"{u}}cke and Daria Waldow and Luise Metzger and Philipp Schauz and Marcel Hoffmann and Nicolas Lell and Ansgar Scherp}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Fine-Tuning Language Models for Scientific Writing Support}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {301--318}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_18}, doi = {10.1007/978-3-031-40837-3\_18}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/MuckeWMSHLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/NascuBII23, author = {Andrei Nascu and Smaranda Belciug and Anca{-}Maria Istrate{-}Ofiteru and Dominic Gabriel Iliescu}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {227--238}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_14}, doi = {10.1007/978-3-031-40837-3\_14}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/NascuBII23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/OLearyY23, author = {Daniel E. O'Leary and Yangin Yoon}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Using Machine Learning to Generate a Dictionary for Environmental Issues}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {141--154}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_9}, doi = {10.1007/978-3-031-40837-3\_9}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/OLearyY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/PaliwalRGBNDTX23, author = {Yash Paliwal and Rajarshi Roy and Jean{-}Rapha{\"{e}}l Gaglione and Nasim Baharisangari and Daniel Neider and Xiaoming Duan and Ufuk Topcu and Zhe Xu}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Reinforcement Learning with Temporal-Logic-Based Causal Diagrams}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {123--140}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_8}, doi = {10.1007/978-3-031-40837-3\_8}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/PaliwalRGBNDTX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/PriebeKAEK23, author = {Torsten Priebe and Peter Kieseberg and Alexander C. Adrowitzer and Oliver Eigner and Fabian Kovac}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Sustainability Effects of Robust and Resilient Artificial Intelligence}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {188--199}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_12}, doi = {10.1007/978-3-031-40837-3\_12}, timestamp = {Tue, 16 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/PriebeKAEK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/SchererBS23, author = {Johannes Scherer and Deepayan Bhowmik and Ansgar Scherp}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Event and Entity Extraction from Generated Video Captions}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {280--300}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_17}, doi = {10.1007/978-3-031-40837-3\_17}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/SchererBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/SchneebergerRCCPMH23, author = {David Schneeberger and Richard R{\"{o}}ttger and Federico Cabitza and Andrea Campagner and Markus Plass and Heimo M{\"{u}}ller and Andreas Holzinger}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {The Tower of Babel in Explainable Artificial Intelligence {(XAI)}}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {65--81}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_5}, doi = {10.1007/978-3-031-40837-3\_5}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/SchneebergerRCCPMH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/TavolatoWotzlT23, author = {Christina Tavolato{-}W{\"{o}}tzl and Paul Tavolato}, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological Problem}, booktitle = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, pages = {170--187}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3\_11}, doi = {10.1007/978-3-031-40837-3\_11}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/TavolatoWotzlT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/cdmake/2023, editor = {Andreas Holzinger and Peter Kieseberg and Federico Cabitza and Andrea Campagner and A Min Tjoa and Edgar R. Weippl}, title = {Machine Learning and Knowledge Extraction - 7th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14065}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40837-3}, doi = {10.1007/978-3-031-40837-3}, isbn = {978-3-031-40836-6}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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