Ute Schmid

Luca Longo

Riccardo Guidotti

This open access five-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence, xAI 2025, held in Istanbul, Turkey, during July 2025. The 96 revised full papers presented in these proceedings were carefully reviewed and selected from 224 submissions. The papers are organized in the following topical sections: Volume I: Concept-based Explainable AI; human-centered Explainability; explainability, privacy, and fairness in trustworthy AI; and XAI in healthcare. Volume II: Rule-based XAI systems & actionable explainable AI; features importance-based XAI; novel post-hoc & ante-hoc XAI approaches; and XAI for scientific discovery. Volume III: Generative AI meets explainable AI; Intrinsically interpretable explainable AI; benchmarking and XAI evaluation measures; and XAI for representational alignment. Volume IV: XAI in computer vision; counterfactuals in XAI; explainable sequential decision making; and explainable AI in finance & legal frameworks for XAI technologies. Volume V: Applications of XAI; human-centered XAI & argumentation; explainable and interactive hybrid decision making; and uncertainty in explainable AI.

Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part II

Explainable Artificial Intelligence

Vania Dimitrova

Francesco Calimeri

Abdul Wahid

Michael Kohlhase

Jochen L. Leidner

Eunika Mercier-Laurent

Mieczyslaw Lech Owoc

Tomáš Kliegr

Simon Parkinson

Paweł Skruch

Sławomir Nowaczyk

Przemysław Biecek

Neo Christopher Chung

Mauro Vallati

Joanna Jaworek-Korjakowska

Alexandros Nikitas

Martin Atzmüller

Szymon Bobek

Nada Lavrac

Marieke Peeters

Roland van Dierendonck

Saskia Robben

Gülgün Kayakutlu

Karl Mason

Pierangela Bruno

Francesco Cauteruccio

Giorgio Terracina

Diedrich Wolter

This volume constitutes the refereed proceedings presented at the international workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, which was held in Kraków, Poland, in September-October 2023. The papers in this volume were presented at the following workshops: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI.

XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part I

Artificial Intelligence. ECAI 2023 International Workshops

Katharina Weitz

Du sollst ein Referat in der Schule halten und willst es richtig gut machen? Du hast schon mal in PowerPoint hineingeschaut, weißt aber nicht so genau, was man dort alles so machen kann? Du möchtest gern verstehen, wie der Computer arbeitet? Dann ist dieses Buch genau richtig für dich. Gestalte übersichtliche Folien, sodass dein Publikum schnell versteht, worum es geht. Wähle ein Design, erstelle Notizen, füge Bilder, Tabellen und Animationen ein. Finde heraus, wie Anwendersoftware aufgebaut ist und was du davon erwarten kannst. Bestens geeignet für Kinder und Jugendliche ab 10 Jahre. Du wirst von diesen Tipps und Techniken begeistert sein.

Referate präsentieren mit PowerPoint für Dummies Junior

Because of its promise to support human programmers in developing correct and efficient program code and in reasoning about programs, automatic program synthesis has attracted the attention of researchers and professionals since the 1970s. This book focusses on inductive program synthesis, and especially on the induction of recursive functions; it is organized into three parts on planning, inductive program synthesis, and analogical problem solving and learning. Besides methodological issues in inductive program synthesis, emphasis is placed on its applications to control rule learning for planning. Furthermore, relations to problem solving and learning in cognitive psychology are discussed.

Universal Planning, Folding of Finite Programs, and Schema Abstraction by Analogical Reasoning

Inductive Synthesis of Functional Programs

KI 2020: Advances in Artificial Intelligence

Ute Schmid

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