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Explainable and Interpretable Models in Computer Vision and Machine Learning
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Type: BOOK - Published: 2018-11-29 - Publisher: Springer

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This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine l
Interpretable Machine Learning
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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
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Type: BOOK - Published: 2019-09-10 - Publisher: Springer Nature

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The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting fac
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
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This book is written both for readers entering the field, and for practitioners with a background in AI and an interest in developing real-world applications. T
Explainable AI with Python
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Authors: Leonida Gianfagna
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This book provides a full presentation of the current concepts and available techniques to make “machine learning” systems more explainable. The approaches