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@inproceedings{DBLP:conf/xai/0001LIPP23,
author = {Andrea Apicella and
Luca Di Lorenzo and
Francesco Isgr{\`{o}} and
Andrea Pollastro and
Roberto Prevete},
editor = {Luca Longo},
title = {Strategies to Exploit {XAI} to Improve Classification Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {147--159},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_9},
doi = {10.1007/978-3-031-44064-9\_9},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/0001LIPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AbratePB23,
author = {Carlo Abrate and
Giulia Preti and
Francesco Bonchi},
editor = {Luca Longo},
title = {Counterfactual Explanations for Graph Classification Through the Lenses
of Density},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {324--348},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_18},
doi = {10.1007/978-3-031-44064-9\_18},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/AbratePB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AhmedL23,
author = {Taufique Ahmed and
Luca Longo},
editor = {Luca Longo},
title = {Latent Space Interpretation and Visualisation for Understanding the
Decisions of Convolutional Variational Autoencoders Trained with {EEG}
Topographic Maps},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {65--70},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper12.pdf},
timestamp = {Mon, 04 Dec 2023 14:02:45 +0100},
biburl = {https://dblp.org/rec/conf/xai/AhmedL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AlgabaMPDG23,
author = {Andres Algaba and
Carmen Mazijn and
Carina Prunkl and
Jan Danckaert and
Vincent Ginis},
editor = {Luca Longo},
title = {{LUCID-GAN:} Conditional Generative Models to Locate Unfairness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {346--367},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_18},
doi = {10.1007/978-3-031-44070-0\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/AlgabaMPDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AragonZM23,
author = {Ricardo Anibal Matamoros Aragon and
Italo Zoppis and
Sara Manzoni},
editor = {Luca Longo},
title = {When Attention Turn To Be Explanation. {A} Case Study in Recommender
Systems},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {129--134},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper23.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/AragonZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ArrighiJPSZ23,
author = {Leonardo Arrighi and
Sylvio Barbon Junior and
Felice Andrea Pellegrino and
Michele Simonato and
Marco Zullich},
editor = {Luca Longo},
title = {Explainable Automated Anomaly Recognition in Failure Analysis: is
Deep Learning Doing it Correctly?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {420--432},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_22},
doi = {10.1007/978-3-031-44067-0\_22},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ArrighiJPSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BalloutKHK23,
author = {Mohamad Ballout and
Ulf Krumnack and
Gunther Heidemann and
Kai{-}Uwe K{\"{u}}hnberger},
editor = {Luca Longo},
title = {Opening the Black Box: Analyzing Attention Weights and Hidden States
in Pre-trained Language Models for Non-language Tasks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {3--25},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_1},
doi = {10.1007/978-3-031-44070-0\_1},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BalloutKHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BarcenaDDMNRS23,
author = {Jos{\'{e}} Luis Corcuera B{\'{a}}rcena and
Mattia Daole and
Pietro Ducange and
Francesco Marcelloni and
Giovanni Nardini and
Alessandro Renda and
Giovanni Stea},
editor = {Luca Longo},
title = {Federated Learning of Explainable Artificial Intelligence Models:
{A} Proof-of-Concept for Video-streaming Quality Forecasting in {B5G/6G}
networks},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {164--168},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper29.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BarcenaDDMNRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BarcenaDMRR23,
author = {Jos{\'{e}} Luis Corcuera B{\'{a}}rcena and
Pietro Ducange and
Francesco Marcelloni and
Alessandro Renda and
Fabrizio Ruffini},
editor = {Luca Longo},
title = {Federated Learning of Explainable Artificial Intelligence Models for
Predicting Parkinson's Disease Progression},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {630--648},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_34},
doi = {10.1007/978-3-031-44064-9\_34},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BarcenaDMRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Barrera-VicentP23,
author = {Aurelio Barrera{-}Vicent and
Eduardo Paluzo{-}Hidalgo and
Miguel A. Guti{\'{e}}rrez{-}Naranjo},
editor = {Luca Longo},
title = {The Metric-aware Kernel-width Choice for {LIME}},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {117--122},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper21.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Barrera-VicentP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Baum0GW23,
author = {Deborah Baum and
Kevin Baum and
Timo P. Gros and
Verena Wolf},
editor = {Luca Longo},
title = {{XAI} Requirements in Smart Production Processes: {A} Case Study},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {3--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_1},
doi = {10.1007/978-3-031-44064-9\_1},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Baum0GW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BelaidBRKH23,
author = {Mohamed Karim Belaid and
Richard Bornemann and
Maximilian Rabus and
Ralf Krestel and
Eyke H{\"{u}}llermeier},
editor = {Luca Longo},
title = {Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc
{XAI} Algorithms into a Multi-dimensional Benchmark},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {88--109},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_5},
doi = {10.1007/978-3-031-44067-0\_5},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BelaidBRKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BerettaC23,
author = {Isacco Beretta and
Martina Cinquini},
editor = {Luca Longo},
title = {The Importance of Time in Causal Algorithmic Recourse},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {283--298},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_16},
doi = {10.1007/978-3-031-44064-9\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BerettaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BerettaCM23,
author = {Isacco Beretta and
Eleonora Cappuccio and
Marta Marchiori Manerba},
editor = {Luca Longo},
title = {User-Driven Counterfactual Generator: {A} Human Centered Exploration},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {83--88},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper15.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BerettaCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BernardiNCMM23,
author = {Giacomo De Bernardi and
Sara Narteni and
Enrico Cambiaso and
Marco Muselli and
Maurizio Mongelli},
editor = {Luca Longo},
title = {Weighted Mutual Information for Out-Of-Distribution Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {318--331},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_16},
doi = {10.1007/978-3-031-44070-0\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BernardiNCMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BertagliaHGSI23,
author = {Thales Bertaglia and
Stefan Huber and
Catalina Goanta and
Gerasimos Spanakis and
Adriana Iamnitchi},
editor = {Luca Longo},
title = {Closing the Loop: Testing ChatGPT to Generate Model Explanations to
Improve Human Labelling of Sponsored Content on Social Media},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {198--213},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_11},
doi = {10.1007/978-3-031-44067-0\_11},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BertagliaHGSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BhanALBC23,
author = {Milan Bhan and
Nina Achache and
Victor Legrand and
Annabelle Blangero and
Nicolas Chesneau},
editor = {Luca Longo},
title = {Evaluating Self-attention Interpretability Through Human-Grounded
Experimental Protocol},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {26--46},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_2},
doi = {10.1007/978-3-031-44070-0\_2},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BhanALBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BhattiTHKLKK23,
author = {Anubhav Bhatti and
Naveen Thangavelu and
Marium Hassan and
Choongmin Kim and
San Lee and
Yonghwan Kim and
Jang Yong Kim},
editor = {Luca Longo},
title = {Interpreting Forecasted Vital Signs Using {N-BEATS} in Sepsis Patients},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {12--17},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper3.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BhattiTHKLKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BleschWW23,
author = {Kristin Blesch and
Marvin N. Wright and
David S. Watson},
editor = {Luca Longo},
title = {Unfooling {SHAP} and {SAGE:} Knockoff Imputation for Shapley Values},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {131--146},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_8},
doi = {10.1007/978-3-031-44064-9\_8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BleschWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BoWYM0L23,
author = {Hongbo Bo and
Yiwen Wu and
Zinuo You and
Ryan McConville and
Jun Hong and
Weiru Liu},
editor = {Luca Longo},
title = {What Will Make Misinformation Spread: An {XAI} Perspective},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {321--337},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_17},
doi = {10.1007/978-3-031-44067-0\_17},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BoWYM0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BobekNGPRTVRSN23,
author = {Szymon Bobek and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Sepideh Pashami and
Rita P. Ribeiro and
Zahra Taghiyarrenani and
Bruno Veloso and
Lala H. Rajaoarisoa and
Maciej Szelazek and
Grzegorz J. Nalepa},
editor = {Luca Longo},
title = {Why Industry 5.0 Needs {XAI} 2.0?},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {1--6},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper1.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BobekNGPRTVRSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BorilePP23,
author = {Claudio Borile and
Alan Perotti and
Andr{\'{e}} Panisson},
editor = {Luca Longo},
title = {Evaluating Link Prediction Explanations for Graph Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {382--401},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_20},
doi = {10.1007/978-3-031-44067-0\_20},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BorilePP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BucchiF23,
author = {Ana Bucchi and
Gabriel M. Fonseca},
editor = {Luca Longo},
title = {Is the Common Approach used to Identify Social Biases in Artificial
Intelligence also Biased?},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {42--46},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper8.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BucchiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BykovKH23,
author = {Kirill Bykov and
Laura Kopf and
Marina M.{-}C. H{\"{o}}hne},
editor = {Luca Longo},
title = {Finding Spurious Correlations with Function-Semantic Contrast Analysis},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {549--572},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_28},
doi = {10.1007/978-3-031-44067-0\_28},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BykovKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CalzarossaGZ23,
author = {Maria Carla Calzarossa and
Paolo Giudici and
Rasha Zieni},
editor = {Luca Longo},
title = {Explainable Machine Learning for Bag of Words-Based Phishing Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {531--543},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_28},
doi = {10.1007/978-3-031-44064-9\_28},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CalzarossaGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CastelnovoIMMMS23,
author = {Alessandro Castelnovo and
Nicole Inverardi and
Lorenzo Malandri and
Fabio Mercorio and
Mario Mezzanzanica and
Andrea Seveso},
editor = {Luca Longo},
title = {Leveraging Group Contrastive Explanations for Handling Fairness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {332--345},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_17},
doi = {10.1007/978-3-031-44070-0\_17},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CastelnovoIMMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CavaliereGS23,
author = {Danilo Cavaliere and
Mariacristina Gallo and
Claudio Stanzione},
editor = {Luca Longo},
title = {Propaganda Detection Robustness Through Adversarial Attacks Driven
by eXplainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {405--419},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_21},
doi = {10.1007/978-3-031-44067-0\_21},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CavaliereGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ChaushiSCA23,
author = {Blerta Abazi Chaushi and
Besnik Selimi and
Agron Chaushi and
Marika Apostolova},
editor = {Luca Longo},
title = {Explainable Artificial Intelligence in Education: {A} Comprehensive
Review},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {48--71},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_3},
doi = {10.1007/978-3-031-44067-0\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ChaushiSCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CherepanovSULK23,
author = {Igor Cherepanov and
David Sessler and
Alex Ulmer and
Hendrik L{\"{u}}cke{-}Tieke and
J{\"{o}}rn Kohlhammer},
editor = {Luca Longo},
title = {Towards the Visualization of Aggregated Class Activation Maps to Analyse
the Global Contribution of Class Features},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {3--23},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_1},
doi = {10.1007/978-3-031-44067-0\_1},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CherepanovSULK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Chikkankod23,
author = {Arjun Vinayak Chikkankod},
editor = {Luca Longo},
title = {Deep Clustering as a Unified Method for Representation Learning and
Clustering of {EEG} Data for Microstate Theory},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {177--184},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper31.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Chikkankod23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CinquiniGGM23,
author = {Martina Cinquini and
Fosca Giannotti and
Riccardo Guidotti and
Andrea Mattei},
editor = {Luca Longo},
title = {Handling Missing Values in Local Post-hoc Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {256--278},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_14},
doi = {10.1007/978-3-031-44067-0\_14},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CinquiniGGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CorbucciGM23,
author = {Luca Corbucci and
Riccardo Guidotti and
Anna Monreale},
editor = {Luca Longo},
title = {Explaining Black-Boxes in Federated Learning},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {151--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_8},
doi = {10.1007/978-3-031-44067-0\_8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CorbucciGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Corradini23,
author = {Franca Corradini},
editor = {Luca Longo},
title = {Probabilistic Modelling for Design and Verification of Trustworthy
Autonomous Systems},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {169--176},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper30.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Corradini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Davydko23,
author = {Oleksandr Davydko},
editor = {Luca Longo},
title = {Lung images Classification with Textural Characteristics and Hybrid
Classification Schemes},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {225--232},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper37.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Davydko23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DavydkoPL23,
author = {Oleksandr Davydko and
Vladimir Pavlov and
Luca Longo},
editor = {Luca Longo},
title = {Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions
Classification with the Integrated Gradients {XAI} Attribution Method},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {671--687},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_36},
doi = {10.1007/978-3-031-44064-9\_36},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DavydkoPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DessainBV23,
author = {Jean Dessain and
Nora Bentaleb and
Fabien Vinas},
editor = {Luca Longo},
title = {Cost of Explainability in {AI:} An Example with Credit Scoring Models},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {498--516},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_26},
doi = {10.1007/978-3-031-44064-9\_26},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DessainBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DibitontoGPPM23,
author = {Francesco Dibitonto and
Fabio Garcea and
Andr{\'{e}} Panisson and
Alan Perotti and
Lia Morra},
editor = {Luca Longo},
title = {{HOLMES:} HOLonym-MEronym Based Semantic Inspection for Convolutional
Image Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {475--498},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_25},
doi = {10.1007/978-3-031-44067-0\_25},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DibitontoGPPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Donoso-Guzman23,
author = {Ivania Donoso{-}Guzm{\'{a}}n},
editor = {Luca Longo},
title = {Designing an Evaluation Framework for eXplainable {AI} in the Healthcare
Domain},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {201--208},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper34.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Donoso-Guzman23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Donoso-GuzmanOP23,
author = {Ivania Donoso{-}Guzm{\'{a}}n and
Jeroen Ooge and
Denis Parra and
Katrien Verbert},
editor = {Luca Longo},
title = {Towards a Comprehensive Human-Centred Evaluation Framework for Explainable
{AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {183--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_10},
doi = {10.1007/978-3-031-44070-0\_10},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Donoso-GuzmanOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EzzeddineAAG23,
author = {Fatima Ezzeddine and
Omran Ayoub and
Davide Andreoletti and
Silvia Giordano},
editor = {Luca Longo},
title = {{SAC-FACT:} Soft Actor-Critic Reinforcement Learning for Counterfactual
Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {195--216},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_12},
doi = {10.1007/978-3-031-44064-9\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/EzzeddineAAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Fedele23,
author = {Andrea Fedele},
editor = {Luca Longo},
title = {Explain and Interpret Few-Shot Learning},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {233--240},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper38.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Fedele23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ForcherMWSW23,
author = {Bj{\"{o}}rn Forcher and
Patrick Menold and
Moritz Weixler and
J{\"{o}}rg Schmitt and
Samuel Wagner},
editor = {Luca Longo},
title = {Evaluation of Explainable {AI} methods for Classification Tasks in
Visual Inspection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {77--82},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper14.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ForcherMWSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Framling23,
author = {Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Feature Importance versus Feature Influence and What It Signifies
for Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {241--259},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_14},
doi = {10.1007/978-3-031-44064-9\_14},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Framling23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/FreieslebenK23,
author = {Timo Freiesleben and
Gunnar K{\"{o}}nig},
editor = {Luca Longo},
title = {Dear {XAI} Community, We Need to Talk! - Fundamental Misconceptions
in Current {XAI} Research},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {48--65},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_3},
doi = {10.1007/978-3-031-44064-9\_3},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/FreieslebenK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ghidini23,
author = {Valentina Ghidini},
editor = {Luca Longo},
title = {The Xi Method: Unlocking the Mysteries of Regression with Statistics},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {97--114},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_6},
doi = {10.1007/978-3-031-44064-9\_6},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Ghidini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GierseNK23,
author = {Daniel Gierse and
Felix Neub{\"{u}}rger and
Thomas Kopinski},
editor = {Luca Longo},
title = {A Novel Architecture for Robust Explainable {AI} Approaches in Critical
Object Detection Scenarios Based on Bayesian Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {126--147},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_7},
doi = {10.1007/978-3-031-44067-0\_7},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GierseNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GiudiciR23,
author = {Paolo Giudici and
Emanuela Raffinetti},
editor = {Luca Longo},
title = {Lorenz Zonoids for Trustworthy {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {517--530},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_27},
doi = {10.1007/978-3-031-44064-9\_27},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GiudiciR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Gomez-TapiaBL23,
author = {Carlos G{\'{o}}mez{-}Tapia and
Bojan Bozic and
Luca Longo},
editor = {Luca Longo},
title = {Investigating the Effect of Pre-processing Methods on Model Decision-Making
in EEG-Based Person Identification},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {131--152},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_7},
doi = {10.1007/978-3-031-44070-0\_7},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Gomez-TapiaBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GoossensV23,
author = {Alexandre Goossens and
Jan Vanthienen},
editor = {Luca Longo},
title = {Integrating GPT-Technologies with Decision Models for Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {428--448},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_22},
doi = {10.1007/978-3-031-44070-0\_22},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GoossensV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Gupta23,
author = {Gargi Gupta},
editor = {Luca Longo},
title = {Post Hoc Explanations for RNNs using State Transition Representations
for Time Series Data},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {249--255},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper40.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Gupta23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HaagenKSN23,
author = {Tessel Haagen and
Heysem Kaya and
Joop Snijder and
Melchior Nierman},
editor = {Luca Longo},
title = {AutoXplain: Towards Automated Interpretable Model Selection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {18--23},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper4.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HaagenKSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Heising23,
author = {Luca Heising},
editor = {Luca Longo},
title = {Accelerating Implementation of Artificial Intelligence in Radiotherapy
through Explainability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {217--224},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper36.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Heising23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HolligMSB23,
author = {Jacqueline H{\"{o}}llig and
Aniek F. Markus and
Jef de Slegte and
Prachi Bagave},
editor = {Luca Longo},
title = {Semantic Meaningfulness: Evaluating Counterfactual Approaches for
Real-World Plausibility and Feasibility},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {636--659},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_32},
doi = {10.1007/978-3-031-44067-0\_32},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HolligMSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HolmM23,
author = {Sarah Holm and
Lu{\'{\i}}s Macedo},
editor = {Luca Longo},
title = {The Accuracy and Faithfullness of {AL-DLIME} - Active Learning-Based
Deterministic Local Interpretable Model-Agnostic Explanations: {A}
Comparison with {LIME} and {DLIME} in Medicine},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {582--605},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_31},
doi = {10.1007/978-3-031-44064-9\_31},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HolmM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HuLZML23,
author = {Jingyu Hu and
Yizhu Liang and
Weiyu Zhao and
Kevin McAreavey and
Weiru Liu},
editor = {Luca Longo},
title = {An Interactive {XAI} Interface with Application in Healthcare for
Non-experts},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {649--670},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_35},
doi = {10.1007/978-3-031-44064-9\_35},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HuLZML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HuangLLRB23,
author = {Yiran Huang and
Chaofan Li and
Hansen Lu and
Till Riedel and
Michael Beigl},
editor = {Luca Longo},
title = {State Graph Based Explanation Approach for Black-Box Time Series Model},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {153--164},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_8},
doi = {10.1007/978-3-031-44070-0\_8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HuangLLRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/JullumSPL23,
author = {Martin Jullum and
Jacob Sj{\o}din and
Robindra Prabhu and
Anders L{\o}land},
editor = {Luca Longo},
title = {eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods
for your Explainability Needs},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {146--151},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper26.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/JullumSPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KacafirkovaPSEJ23,
author = {Krist{\'{y}}na Sirka Kacaf{\'{\i}}rkov{\'{a}} and
Sara Polak and
Myriam Sillevis Smitt and
Shirley A. Elprama and
An Jacobs},
editor = {Luca Longo},
title = {Trustworthy Enough? Evaluation of an {AI} Decision Support System
for Healthcare Professionals},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {7--11},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper2.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KacafirkovaPSEJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Keser23,
author = {Mert Keser},
editor = {Luca Longo},
title = {Real-Time Explainable Plausibility Verification for DNN-based Automotive
Perception},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {185--192},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper32.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Keser23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KopanjaBH23,
author = {Marija Kopanja and
Sanja Brdar and
Stefan Hacko},
editor = {Luca Longo},
title = {Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers
using the Adaptation of TreeSHAP},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {95--100},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper17.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KopanjaBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KuhlAH23,
author = {Ulrike Kuhl and
Andr{\'{e}} Artelt and
Barbara Hammer},
editor = {Luca Longo},
title = {For Better or Worse: The Impact of Counterfactual Explanations' Directionality
on User Behavior in xAI},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {280--300},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_14},
doi = {10.1007/978-3-031-44070-0\_14},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KuhlAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LabreucheB23,
author = {Christophe Labreuche and
Roman Bresson},
editor = {Luca Longo},
title = {Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding
Models, with and Without Interacting Criteria},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {279--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_15},
doi = {10.1007/978-3-031-44067-0\_15},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LabreucheB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LairdMKC23,
author = {Eli Laird and
Ayesh Madushanka and
Elfi Kraka and
Corey Clark},
editor = {Luca Longo},
title = {XInsight: Revealing Model Insights for GNNs with Flow-Based Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {303--320},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_16},
doi = {10.1007/978-3-031-44067-0\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LairdMKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiedekerC23,
author = {Felix Liedeker and
Philipp Cimiano},
editor = {Luca Longo},
title = {A Prototype of an Interactive Clinical Decision Support System with
Counterfactual Explanations},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {36--41},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper7.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LiedekerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiuML23,
author = {Xiaowei Liu and
Kevin McAreavey and
Weiru Liu},
editor = {Luca Longo},
title = {Contrastive Visual Explanations for Reinforcement Learning via Counterfactual
Rewards},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {72--87},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_4},
doi = {10.1007/978-3-031-44067-0\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LiuML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Longo23,
author = {Luca Longo},
editor = {Luca Longo},
title = {Preface},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/preface.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Longo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MagaiS23,
author = {German Magai and
Artem Soroka},
editor = {Luca Longo},
title = {Explaining the Transfer Learning Ability of a Deep Neural Networks
by Means of Representations},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {101--106},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper18.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MagaiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MagisterBKSCSJL23,
author = {Lucie Charlotte Magister and
Pietro Barbiero and
Dmitry Kazhdan and
Federico Siciliano and
Gabriele Ciravegna and
Fabrizio Silvestri and
Mateja Jamnik and
Pietro Li{\`{o}}},
editor = {Luca Longo},
title = {Concept Distillation in Graph Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {233--255},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_12},
doi = {10.1007/978-3-031-44070-0\_12},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MagisterBKSCSJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MalhiAF23,
author = {Avleen Malhi and
Vlad Apopei and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Understanding Unsupervised Learning Explanations Using Contextual
Importance and Utility},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {606--617},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_32},
doi = {10.1007/978-3-031-44064-9\_32},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MalhiAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MalhiF23,
author = {Avleen Malhi and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {An Evaluation of Contextual Importance and Utility for Outcome Explanation
of Black-Box Predictions for Medical Datasets},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {544--557},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_29},
doi = {10.1007/978-3-031-44064-9\_29},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MalhiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Manerba23,
author = {Marta Marchiori Manerba},
editor = {Luca Longo},
title = {Fairness Auditing, Explanation and Debiasing in Linguistic Data and
Language Models},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {241--248},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper39.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Manerba23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MannmeuselRK23,
author = {Jakob Mannmeusel and
Mario Rothfelder and
Samaneh Khoshrou},
editor = {Luca Longo},
title = {Speeding Things Up. Can Explainability Improve Human Learning?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {66--84},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_4},
doi = {10.1007/978-3-031-44064-9\_4},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MannmeuselRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MariottiSA23,
author = {Ettore Mariotti and
Adarsa Sivaprasad and
Jose Maria Alonso{-}Moral},
editor = {Luca Longo},
title = {Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate
Models in {XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {160--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_10},
doi = {10.1007/978-3-031-44064-9\_10},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MariottiSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MekonnenDL23,
author = {Ephrem Tibebe Mekonnen and
Pierpaolo Dondio and
Luca Longo},
editor = {Luca Longo},
title = {Explaining Deep Learning Time Series Classification Models using a
Decision Tree-Based Post-Hoc {XAI} Method},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {71--76},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper13.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MekonnenDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MikriukovSHB23,
author = {Georgii Mikriukov and
Gesina Schwalbe and
Christian Hellert and
Korinna Bade},
editor = {Luca Longo},
title = {Evaluating the Stability of Semantic Concept Representations in CNNs
for Robust Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {499--524},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_26},
doi = {10.1007/978-3-031-44067-0\_26},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MikriukovSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MindlinSC23,
author = {Dimitry Mindlin and
Malte Schilling and
Philipp Cimiano},
editor = {Luca Longo},
title = {{ABC-GAN:} Spatially Constrained Counterfactual Generation for Image
Classification Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {260--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_15},
doi = {10.1007/978-3-031-44064-9\_15},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MindlinSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MirakiDSJA23,
author = {Amir Miraki and
Austeja Dapkute and
Vytautas Siozinys and
Martynas Jonaitis and
Reza Arghandeh},
editor = {Luca Longo},
title = {Causal-Based Spatio-Temporal Graph Neural Networks for Industrial
Internet of Things Multivariate Time Series Forecasting},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {120--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_6},
doi = {10.1007/978-3-031-44070-0\_6},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MirakiDSJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MolnarFKHRCWB23,
author = {Christoph Molnar and
Timo Freiesleben and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Tim Reisinger and
Giuseppe Casalicchio and
Marvin N. Wright and
Bernd Bischl},
editor = {Luca Longo},
title = {Relating the Partial Dependence Plot and Permutation Feature Importance
to the Data Generating Process},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {456--479},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_24},
doi = {10.1007/978-3-031-44064-9\_24},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MolnarFKHRCWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MorandiniFPGVBB23,
author = {Sofia Morandini and
Federico Fraboni and
Gabriele Puzzo and
Davide Giusino and
Lucia Volpi and
Hannah Brendel and
Enzo Balatti and
Marco de Angelis and
Andrea De Cesarei and
Luca Pietrantoni},
editor = {Luca Longo},
title = {Examining the Nexus between Explainability of {AI} Systems and User's
Trust: {A} Preliminary Scoping Review},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {30--35},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper6.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MorandiniFPGVBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MuschalikFJHH23,
author = {Maximilian Muschalik and
Fabian Fumagalli and
Rohit Jagtani and
Barbara Hammer and
Eyke H{\"{u}}llermeier},
editor = {Luca Longo},
title = {iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {177--194},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_11},
doi = {10.1007/978-3-031-44064-9\_11},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MuschalikFJHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NataliFCMGC23,
author = {Chiara Natali and
Lorenzo Famiglini and
Andrea Campagner and
Giovanni Andrea La Maida and
Enrico Gallazzi and
Federico Cabitza},
editor = {Luca Longo},
title = {Color Shadows 2: Assessing the Impact of {XAI} on Diagnostic Decision-Making},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {618--629},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_33},
doi = {10.1007/978-3-031-44064-9\_33},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NataliFCMGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NatsiouOL23,
author = {Anastasia Natsiou and
Se{\'{a}}n O'Leary and
Luca Longo},
editor = {Luca Longo},
title = {An Exploration of the Latent Space of a Convolutional Variational
Autoencoder for the Generation of Musical Instrument Tones},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {470--486},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_24},
doi = {10.1007/978-3-031-44070-0\_24},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NatsiouOL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NautaS23,
author = {Meike Nauta and
Christin Seifert},
editor = {Luca Longo},
title = {The Co-12 Recipe for Evaluating Interpretable Part-Prototype Image
Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {397--420},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_21},
doi = {10.1007/978-3-031-44064-9\_21},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NautaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NguyenSS23,
author = {Van Bach Nguyen and
J{\"{o}}rg Schl{\"{o}}tterer and
Christin Seifert},
editor = {Luca Longo},
title = {From Black Boxes to Conversations: Incorporating {XAI} in a Conversational
Agent},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {71--96},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_4},
doi = {10.1007/978-3-031-44070-0\_4},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NguyenSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NiFhaolainHN23,
author = {Labhaoise N{\'{\i}}Fhaol{\'{a}}in and
Andrew Hines and
Vivek Nallur},
editor = {Luca Longo},
title = {Statutory Professions in {AI} Governance and Their Consequences for
Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {85--96},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_5},
doi = {10.1007/978-3-031-44064-9\_5},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NiFhaolainHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/OsswaldBFHKFL23,
author = {Florian Osswald and
Roman Bartolosch and
Torsten Fiolka and
Engelbert Hartmann and
Bernhard Krach and
Jan Feil and
Martin Lederer},
editor = {Luca Longo},
title = {{FCAS} Ethical {AI} Demonstrator},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {152--157},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper27.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/OsswaldBFHKFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PadmanabhanPAV23,
author = {Deepan Chakravarthi Padmanabhan and
Paul G. Pl{\"{o}}ger and
Octavio Arriaga and
Matias Valdenegro{-}Toro},
editor = {Luca Longo},
title = {DExT: Detector Explanation Toolkit},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {433--456},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_23},
doi = {10.1007/978-3-031-44067-0\_23},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PadmanabhanPAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PadmanabhanPAV23a,
author = {Deepan Chakravarthi Padmanabhan and
Paul G. Pl{\"{o}}ger and
Octavio Arriaga and
Matias Valdenegro{-}Toro},
editor = {Luca Longo},
title = {Sanity Checks for Saliency Methods Explaining Object Detectors},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {438--455},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_23},
doi = {10.1007/978-3-031-44064-9\_23},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PadmanabhanPAV23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PatilF23,
author = {Minal Suresh Patil and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Do Intermediate Feature Coalitions Aid Explainability of Black-Box
Models?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {115--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_7},
doi = {10.1007/978-3-031-44064-9\_7},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PatilF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PerottiBPP23,
author = {Alan Perotti and
Simone Bertolotto and
Eliana Pastor and
Andr{\'{e}} Panisson},
editor = {Luca Longo},
title = {Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {525--548},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_27},
doi = {10.1007/978-3-031-44067-0\_27},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PerottiBPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PetersV23,
author = {Tobias M. Peters and
Roel W. Visser},
editor = {Luca Longo},
title = {The Importance of Distrust in {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {301--317},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_15},
doi = {10.1007/978-3-031-44070-0\_15},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PetersV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PicardMGG23,
author = {Arthur Picard and
Yazan Mualla and
Franck Gechter and
St{\'{e}}phane Galland},
editor = {Luca Longo},
title = {Human-Computer Interaction and Explainability: Intersection and Terminology},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {214--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_12},
doi = {10.1007/978-3-031-44067-0\_12},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PicardMGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PocheHB23,
author = {Antonin Poch{\'{e}} and
Lucas Hervier and
Mohamed Chafik Bakkay},
editor = {Luca Longo},
title = {Natural Example-Based Explainability: {A} Survey},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {24--47},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_2},
doi = {10.1007/978-3-031-44067-0\_2},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PocheHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Posada-MorenoMB23,
author = {Andres Felipe Posada{-}Moreno and
Kai M{\"{u}}ller and
Florian Brillowski and
Friedrich Solowjow and
Thomas Gries and
Sebastian Trimpe},
editor = {Luca Longo},
title = {Scalable Concept Extraction in Industry 4.0},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {512--535},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_26},
doi = {10.1007/978-3-031-44070-0\_26},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Posada-MorenoMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Prentzas23,
author = {Nicoletta Prentzas},
editor = {Luca Longo},
title = {Argumentation-based Explainable Machine Learning ArgEML: {\(\alpha\)}-Version
Technical Details},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {158--163},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper28.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Prentzas23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PrentzasPK23,
author = {Nicoletta Prentzas and
Constantinos S. Pattichis and
Antonis C. Kakas},
editor = {Luca Longo},
title = {Explainable Machine Learning via Argumentation},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {371--398},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_19},
doi = {10.1007/978-3-031-44070-0\_19},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PrentzasPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PunziMGPG23,
author = {Clara Punzi and
Aleksandra Maslennikova and
Gizem Gezici and
Roberto Pellungrini and
Fosca Giannotti},
editor = {Luca Longo},
title = {Explaining Socio-Demographic and Behavioral Patterns of Vaccination
Against the Swine Flu {(H1N1)} Pandemic},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {621--635},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_31},
doi = {10.1007/978-3-031-44067-0\_31},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PunziMGPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/QureshiQR23,
author = {Muhammad Deedahwar Mazhar Qureshi and
Muhammad Atif Qureshi and
Wael Rashwan},
editor = {Luca Longo},
title = {Toward Inclusive Online Environments: Counterfactual-Inspired {XAI}
for Detecting and Interpreting Hateful and Offensive Tweets},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {97--119},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_5},
doi = {10.1007/978-3-031-44070-0\_5},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/QureshiQR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RabosoMCMG23,
author = {Javier Jim{\'{e}}nez Raboso and
Antonio Manjavacas and
Alejandro Campoy{-}Nieves and
Miguel Molina{-}Solana and
Juan G{\'{o}}mez{-}Romero},
editor = {Luca Longo},
title = {Explaining Deep Reinforcement Learning-Based Methods for Control of
Building {HVAC} Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {237--255},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_13},
doi = {10.1007/978-3-031-44067-0\_13},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RabosoMCMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ravandi23,
author = {Bahram Salamat Ravandi},
editor = {Luca Longo},
title = {Personalized Human-Robot Interaction in Companion Social Robots},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {209--216},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper35.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Ravandi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Rizzo23,
author = {Lucas Rizzo},
editor = {Luca Longo},
title = {A Novel Structured Argumentation Framework for Improved Explainability
of Classification Tasks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {399--414},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_20},
doi = {10.1007/978-3-031-44070-0\_20},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Rizzo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RobeerBFP23,
author = {Marcel Robeer and
Floris Bex and
Ad Feelders and
Henry Prakken},
editor = {Luca Longo},
title = {Explaining Model Behavior with Global Causal Analysis},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {299--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_17},
doi = {10.1007/978-3-031-44064-9\_17},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RobeerBFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SachanM23,
author = {Swati Sachan and
Jericho Muwanga},
editor = {Luca Longo},
title = {Integration of Explainable Deep Neural Network with Blockchain Technology:
Medical Indemnity Insurance},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {123--128},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper22.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SachanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SagemullerV23,
author = {Justus Sagem{\"{u}}ller and
Olivier Verdier},
editor = {Luca Longo},
title = {Ablation Path Saliency},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {349--372},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_19},
doi = {10.1007/978-3-031-44064-9\_19},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SagemullerV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SalimiparsaPLKK23,
author = {Mozhgan Salimiparsa and
Surajsinh Parmar and
San Lee and
Choongmin Kim and
Yonghwan Kim and
Jang Yong Kim},
editor = {Luca Longo},
title = {Investigating Poor Performance Regions of Black Boxes: LIME-based
Exploration in Sepsis Detection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {107--111},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper19.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SalimiparsaPLKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SantiBSP23,
author = {Lisa Anita De Santi and
Filippo Bargagna and
Maria Filomena Santarelli and
Vincenzo Positano},
editor = {Luca Longo},
title = {Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain {PET}
Black-Box Classifier},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {558--581},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_30},
doi = {10.1007/978-3-031-44064-9\_30},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SantiBSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SantosS23,
author = {Jos{\'{e}} Diogo Marques dos Santos and
Jos{\'{e}} Paulo Marques dos Santos},
editor = {Luca Longo},
title = {Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise
Relevance Propagation},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {24--29},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper5.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SantosS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Schellingerhout23,
author = {Roan Schellingerhout and
Francesco Barile and
Nava Tintarev},
editor = {Luca Longo},
title = {A Co-design Study for Multi-stakeholder Job Recommender System Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {597--620},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_30},
doi = {10.1007/978-3-031-44067-0\_30},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Schellingerhout23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SchlegelK23,
author = {Udo Schlegel and
Daniel A. Keim},
editor = {Luca Longo},
title = {A Deep Dive into Perturbations as Evaluation Technique for Time Series
{XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {165--180},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_9},
doi = {10.1007/978-3-031-44070-0\_9},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SchlegelK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ScholbeckFC23,
author = {Christian A. Scholbeck and
Henri Funk and
Giuseppe Casalicchio},
editor = {Luca Longo},
title = {Algorithm-Agnostic Feature Attributions for Clustering},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {217--240},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_13},
doi = {10.1007/978-3-031-44064-9\_13},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ScholbeckFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SequeiraG23,
author = {Pedro Sequeira and
Melinda T. Gervasio},
editor = {Luca Longo},
title = {IxDRL: {A} Novel Explainable Deep Reinforcement Learning Toolkit Based
on Analyses of Interestingness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {373--396},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_20},
doi = {10.1007/978-3-031-44064-9\_20},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SequeiraG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Sevillano-Garcia23,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Luca Longo},
title = {Low-Impact Feature Reduction Regularization Term: How to Improve Artificial
Intelligence with Explainability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {135--139},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper24.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Sevillano-Garcia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShajalalD0BS23,
author = {Md Shajalal and
Sebastian Denef and
Md. Rezaul Karim and
Alexander Boden and
Gunnar Stevens},
editor = {Luca Longo},
title = {Unveiling Black-Boxes: Explainable Deep Learning Models for Patent
Classification},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {457--474},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_24},
doi = {10.1007/978-3-031-44067-0\_24},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ShajalalD0BS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShiSWMM0R23,
author = {Meng Shi and
Celal Savur and
Elizabeth Watkins and
Ramesh Manuvinakurike and
Gesem Gudino Mejia and
Richard Beckwith and
Giuseppe Raffa},
editor = {Luca Longo},
title = {An Explainable {AI} User Interface for Facilitating Collaboration
between Domain Experts and {AI} Researchers},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {112--116},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper20.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ShiSWMM0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SovranoV23,
author = {Francesco Sovrano and
Fabio Vitali},
editor = {Luca Longo},
title = {Perlocution vs Illocution: How Different Interpretations of the Act
of Explaining Impact on the Evaluation of Explanations and {XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {25--47},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_2},
doi = {10.1007/978-3-031-44064-9\_2},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SovranoV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StateRT23,
author = {Laura State and
Salvatore Ruggieri and
Franco Turini},
editor = {Luca Longo},
title = {Reason to Explain: Interactive Contrastive Explanations {(REASONX)}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {421--437},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_22},
doi = {10.1007/978-3-031-44064-9\_22},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StateRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StateSRS23,
author = {Laura State and
Hadrien Salat and
Stefania Rubrichi and
Zbigniew Smoreda},
editor = {Luca Longo},
title = {Explainability in Practice: Estimating Electrification Rates from
Mobile Phone Data in Senegal},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {110--125},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_6},
doi = {10.1007/978-3-031-44067-0\_6},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StateSRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StuberCI23,
author = {Anna Theresa St{\"{u}}ber and
Stefan Coors and
Michael Ingrisch},
editor = {Luca Longo},
title = {Revitalize the Potential of Radiomics: Interpretation and Feature
Stability in Medical Imaging Analyses through Groupwise Feature Importance},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {140--145},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper25.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StuberCI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SullivanL23,
author = {Robert S. Sullivan and
Luca Longo},
editor = {Luca Longo},
title = {Optimizing Deep Q-Learning Experience Replay with {SHAP} Explanations:
Exploring Minimum Experience Replay Buffer Sizes in Reinforcement
Learning},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {89--94},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper16.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SullivanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TerflothSBS23,
author = {Lutz Terfloth and
Michael Schaffer and
Heike M. Buhl and
Carsten Schulte},
editor = {Luca Longo},
title = {Adding Why to What? Analyses of an Everyday Explanation},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {256--279},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_13},
doi = {10.1007/978-3-031-44070-0\_13},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TerflothSBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Termine0F23,
author = {Alberto Termine and
Alessandro Antonucci and
Alessandro Facchini},
editor = {Luca Longo},
title = {Machine Learning Explanations by Surrogate Causal Models (MaLESCaMo)},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {59--64},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper11.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Termine0F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TeufelTF23,
author = {Jonas Teufel and
Luca Torresi and
Pascal Friederich},
editor = {Luca Longo},
title = {Quantifying the Intrinsic Usefulness of Attributional Explanations
for Graph Neural Networks with Artificial Simulatability Studies},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {361--381},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_19},
doi = {10.1007/978-3-031-44067-0\_19},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TeufelTF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TeufelTRF23,
author = {Jonas Teufel and
Luca Torresi and
Patrick Reiser and
Pascal Friederich},
editor = {Luca Longo},
title = {{MEGAN:} Multi-explanation Graph Attention Network},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {338--360},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_18},
doi = {10.1007/978-3-031-44067-0\_18},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TeufelTRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TritscherWHS23,
author = {Julian Tritscher and
Maximilian Wolf and
Andreas Hotho and
Daniel Schl{\"{o}}r},
editor = {Luca Longo},
title = {Evaluating Feature Relevance {XAI} in Network Intrusion Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {483--497},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_25},
doi = {10.1007/978-3-031-44064-9\_25},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TritscherWHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Turan23,
author = {Berkant Turan},
editor = {Luca Longo},
title = {Extending Merlin-Arthur Classifiers for Improved Interpretability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {193--200},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper33.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Turan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ViloneL23,
author = {Giulia Vilone and
Luca Longo},
editor = {Luca Longo},
title = {Development of a Human-Centred Psychometric Test for the Evaluation
of Explanations Produced by {XAI} Methods},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {205--232},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_11},
doi = {10.1007/978-3-031-44070-0\_11},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ViloneL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ViloneL23a,
author = {Giulia Vilone and
Luca Longo},
editor = {Luca Longo},
title = {An Examination of the Effect of the Inconsistency Budget in Weighted
Argumentation Frameworks and their Impact on the Interpretation of
Deep Neural Networks},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {53--58},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper10.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ViloneL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/VinogradovaM23,
author = {Kira Vinogradova and
Gene Myers},
editor = {Luca Longo},
title = {Local Interpretable Model-Agnostic Explanations for Multitarget Image
Regression},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {47--52},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper9.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/VinogradovaM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Waldchen23,
author = {Stephan W{\"{a}}ldchen},
editor = {Luca Longo},
title = {Hardness of Deceptive Certificate Selection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {415--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_21},
doi = {10.1007/978-3-031-44070-0\_21},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Waldchen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WalravenAV23,
author = {Erwin Walraven and
Ajaya Adhikari and
Cor J. Veenman},
editor = {Luca Longo},
title = {{PERFEX:} Classifier Performance Explanations for Trustworthy {AI}
Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {164--180},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_9},
doi = {10.1007/978-3-031-44067-0\_9},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/WalravenAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WanBZL23,
author = {Charles Wan and
Rodrigo Belo and
Leid Zejnilovic and
Susana Lavado},
editor = {Luca Longo},
title = {The Duet of Representations and How Explanations Exacerbate It},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {181--197},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_10},
doi = {10.1007/978-3-031-44067-0\_10},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/WanBZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WuDCBRT23,
author = {Zhangyi Wu and
Tim Draws and
Federico Cau and
Francesco Barile and
Alisa Rieger and
Nava Tintarev},
editor = {Luca Longo},
title = {Explaining Search Result Stances to Opinionated People},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {573--596},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_29},
doi = {10.1007/978-3-031-44067-0\_29},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/WuDCBRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Yadav0M23,
author = {Sargam Yadav and
Abhishek Kaushik and
Kevin McDaid},
editor = {Luca Longo},
title = {Understanding Interpretability: Explainable {AI} Approaches for Hate
Speech Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {47--70},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_3},
doi = {10.1007/978-3-031-44070-0\_3},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Yadav0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YasuiSK23,
author = {Daisuke Yasui and
Hiroshi Sato and
Masao Kubo},
editor = {Luca Longo},
title = {Improving Local Fidelity of {LIME} by {CVAE}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {487--511},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_25},
doi = {10.1007/978-3-031-44070-0\_25},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/YasuiSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YehSHG23,
author = {Eric Yeh and
Pedro Sequeira and
Jesse Hostetler and
Melinda T. Gervasio},
editor = {Luca Longo},
title = {Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent
Space},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {449--469},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_23},
doi = {10.1007/978-3-031-44070-0\_23},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/YehSHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-1,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9},
doi = {10.1007/978-3-031-44064-9},
isbn = {978-3-031-44063-2},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-2,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0},
doi = {10.1007/978-3-031-44067-0},
isbn = {978-3-031-44066-3},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-3,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0},
doi = {10.1007/978-3-031-44070-0},
isbn = {978-3-031-44069-4},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2023-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023l,
editor = {Luca Longo},
title = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554},
urn = {urn:nbn:de:0074-3554-4},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/2023l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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