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Record Nr. |
UNISA996691675403316 |
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Autore |
Calvaresi Davide |
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Titolo |
Explainable, Trustworthy, and Responsible AI and Multi-Agent Systems : 7th International Workshop, EXTRAAMAS 2025, Detroit, MI, USA, May 19–20, 2025, Revised Selected Papers / / edited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Simona Tiribelli, Kary Främling |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
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ISBN |
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Edizione |
[1st ed. 2026.] |
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Descrizione fisica |
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1 online resource (352 pages) |
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Collana |
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Lecture Notes in Artificial Intelligence, , 2945-9141 ; ; 15936 |
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Altri autori (Persone) |
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NajjarAmro |
OmiciniAndrea |
AydoganReyhan |
CarliRachele |
CiattoGiovanni |
TiribelliSimona |
ämlingKary |
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Disciplina |
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Soggetti |
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Machine learning |
Compilers (Computer programs) |
Natural language processing (Computer science) |
Computer science |
Computers, Special purpose |
Multiagent systems |
Machine Learning |
Compilers and Interpreters |
Natural Language Processing (NLP) |
Theory of Computation |
Special Purpose and Application-Based Systems |
Multiagent Systems |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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AI Interpretation & Social Dimensions -- Enhancing Surrogate Decision |
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Trees for Reinforcement Learning with Feature Importance Matrices -- Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming -- Explaining Autonomous Vehicles with Intention-aware Policy Graphs -- Social Explainable AI: What Is It and How to Make It Happen with CIU?- LLMs & Generative AI in XAI -- Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs -- LLM-based Evaluation Methodology of Explanation Strategies -- LLM-based Evaluation Methodology of Explanation Strategies -- Agent Architectures & Inter-Agent Explainability -- Ladder of Intentions: Unifying Agent Architectures for Explainability and Transferability -- Engineering Inter-Agent Explainability in BDI Agents -- Human-XAI Interaction, Quality & Ethics -- Beyond Satisfaction: From Placebic to Actionable Explanations For Enhanced Understandability -- Building a Decolonized AI Ethics and Governance Framework -- Balancing Ethical Persuasion and Explanation Transparency in XAI -- Designing for Effective Human-XAI Inter-action. |
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Sommario/riassunto |
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This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2025, held in Detroit, MI, USA, during May 19-20, 2025. The 12 full papers and 1 short paper included in this book were carefully reviewed and selected from 23 submissions. They were organized in topical sections as follows: AI interpretation & social dimensions; LLMs & generative AI in XAI; agent architectures & inter-agent explainability; and human-XAI interaction, quality & ethics. |
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