LEADER 04845nam 22007335 450 001 9911047717503321 005 20251001130629.0 010 $a3-031-97007-1 024 7 $a10.1007/978-3-031-97007-8 035 $a(CKB)41520685300041 035 $a(MiAaPQ)EBC32323498 035 $a(Au-PeEL)EBL32323498 035 $a(DE-He213)978-3-031-97007-8 035 $a(OCoLC)1547923369 035 $a(EXLCZ)9941520685300041 100 $a20251001d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable Artificial Intelligence for Trustworthy Decisions in Smart Applications /$fedited by Nicu Bizon, Bhargav Appasani 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (454 pages) 225 1 $aComputer Science Series 311 08$a3-031-97006-3 327 $aExplainable Artificial Intelligence and Trust in Smart Applications: Definition, Evolution and Challenges -- Explainable AI Models and Algorithms: Interpretability and Trade-offs -- Large Language Models and XAI: Use-cases, Dependency and Challenges -- Interpretable and Trustworthy XAI Models for Healthcare -- Medical Diagnosis System based on Explainable AI and Blockchain -- Fairness, Explainability, and Regulation for AI in Finance: Challenges and Prospects -- Explainable AI based Decision Making for Safe Autonomous Vehicles -- Explainable Artificial Intelligence for Efficient Energy Management System in Smart Grid 3.0 -- Explainable AI for Future Smart Cities: Architectures, Applications and Challenges -- Explainble for Entertainment, Education, and Environment: Case Studies, and Future Trends -- Ethical Considerations in Using Explainable AI for Smart Applications: Model Bias, Moral and Regulatory Considerations -- An Explainable AI Framework for Country Development Analysis and Prediction using Fuzzy Logic and Deep Learning Neural Networks -- Explianable AI-based cyber-risk management framework to combat Cyber Attacks -- Explainable AI for Decision-Making Processes in Active Distribution Grids -- Explainable AI for Trustworthy Decisions in Self-Sustainable Community of Electricity Prosumers -- Explainability and Decision Making with Generative AI in Smart Applications -- XAI-based Breast Cancer Detection from Ultra-sound Images. 330 $aThis book introduces readers to the field of explainable artificial intelligence (XAI), which aims to make AI models more transparent and trustworthy. It explores how XAI can enhance trust and confidence in AI models and their decisions across various innovative applications in fields such as healthcare, finance, and engineering, where AI can significantly impact quality of life. Readers will discover emerging trends related to XAI?such as large language models, generative AI, and natural language processing?that are transforming the landscape of AI research and applications. Featuring an interdisciplinary overview, the book examines the state of the art, challenges, and opportunities in XAI, accompanied by clear examples and detailed explanations of its methods and techniques. The book also offers a balanced perspective on the limitations and trade-offs of XAI and outlines future directions and opportunities for both research and practice. This book is intended for anyone who wants to learn more about XAI and understand how it can enhance trust in AI models. 410 0$aComputer Science Series 606 $aArtificial intelligence 606 $aInternet of things 606 $aOperations research 606 $aElectric power distribution 606 $aArchitecture 606 $aSustainability 606 $aArtificial Intelligence 606 $aInternet of Things 606 $aOperations Research and Decision Theory 606 $aEnergy Grids and Networks 606 $aCities, Countries, Regions 606 $aSustainability 615 0$aArtificial intelligence. 615 0$aInternet of things. 615 0$aOperations research. 615 0$aElectric power distribution. 615 0$aArchitecture. 615 0$aSustainability. 615 14$aArtificial Intelligence. 615 24$aInternet of Things. 615 24$aOperations Research and Decision Theory. 615 24$aEnergy Grids and Networks. 615 24$aCities, Countries, Regions. 615 24$aSustainability. 676 $a006.3 700 $aBizon$b Nicu$0866400 701 $aAppasani$b Bhargav$01428027 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047717503321 996 $aExplainable Artificial Intelligence for Trustworthy Decisions in Smart Applications$94478427 997 $aUNINA