Human and Machine Learning
Gebundenes Buch

Human and Machine Learning

Visible, Explainable, Trustworthy and Transparent

Herausgegeben: Zhou, Jianlong; Chen, Fang
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With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of "black-box" in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by explo...