Explainable, Interpretable, and Transparent AI Systems

Interpretable Machine Learning with Python: Learn to build interpretable high-performance models with hands-on real-world examples

Packt Publishing

Explainable AI: Interpreting, Explaining and Visualizing Deep Learning: 11700 (Lecture Notes in Computer Science, 11700)

Springer

Explainable AI in Healthcare and Medicine: Building a Culture of Transparency and Accountability: 914 (Studies in Computational Intelligence, 914)

Springer

Explainable AI with Python

Springer

Explainable AI for Education: Recent Trends and Challenges: 19 (Information Systems Engineering and Management, 19)

Springer

Interpretable and Trustworthy AI: Techniques and Frameworks

Auerbach Publications

Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning

Springer

Explainable Deep Learning AI: Methods and Challenges

Academic Press

Explainable Agency in Artificial Intelligence: Research and Practice (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)

CRC Press

Explainable AI for Practitioners: Designing and Implementing Explainable ML Solutions

O'Reilly

Springer Explainable and Interpretable Models in Machine Learning

Springer

Explainable Artificial Intelligence: A Practical Guide (River Publishers Rapids Series on Intelligence in Chips)

River Publishers

Responsible AI: Implementing Ethical and Unbiased Algorithms

Springer

Explainable AI with Python

Springer

Explainable Artificial Intelligence for Smart Cities

CRC Press

Explainable Artificial Intelligence for Biomedical Applications (River Publishers Series in Biomedical Engineering)

River Publishers

Medical Data Analysis and Processing using Explainable Artificial Intelligence (Explainable AI XAI for Engineering Applications)

CRC Press

Interpretable Machine Learning: A Guide For Making Black Box Models Explainable

Model-Based Machine Learning

Chapman and Hall/CRC

Artificial Intelligence: Humans at the Heart of Algorithms

Chapman and Hall/CRC

Toward Artificial General Intelligence: Deep Learning, Neural Networks, Generative AI

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery: 1014 (Studies in Computational Intelligence, 1014)

Springer

Applications and Innovations in Intelligent Systems XV: Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Springer