EXPLAINABLE AI FOR TRUSTORTHY DECISIONS IN SMART APPLICATIONS by ...

EXPLAINABLE AI FOR TRUSTORTHY DECISIONS IN SMART APPLICATIONS by Nicu Bizon (PDF)(Nonfiction)
Title: Explainable Artificial Intelligence for Trustworthy Decisions in Smart Applications.
Author: Nicu Bizon and Bhargav Appasani.
Length: Approximately 300-400 pages.
Genres: Nonfiction, Artificial Intelligence, Technology, Computer Science, Engineering.

Explainable Artificial Intelligence for Trustworthy Decisions in Smart Applications is an edited collection exploring the role of explainable AI (XAI) in enhancing transparency and reliability across intelligent systems, from energy management to decision-making processes in complex environments. It covers practical implementations, such as using XAI for trustworthy decisions in self-sustainable communities of electricity prosumers, where AI models optimize energy distribution while providing interpretable rationales to users and stakeholders. The book also addresses explainability in generative AI for ethical decision-making, emphasizing techniques to mitigate black-box issues in smart grids, healthcare, and autonomous systems, offering case studies, algorithms, and frameworks for engineers and researchers to build accountable AI that fosters trust and regulatory compliance.