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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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