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Ripple-Down Rules

The Alternative to Machine Learning

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Focusing on the limitations of data in machine learning, this book introduces Ripple-Down Rules (RDR), a manual technique designed for the efficient construction of AI systems. By incorporating human input, RDR effectively addresses data inadequacies, enhancing the reliability and performance of AI applications. The approach emphasizes the importance of human oversight in developing robust, data-driven solutions.

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Ripple-Down Rules, Paul Compton, Byeong Ho Kang

Taal
Jaar van publicatie
2021
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(Hardcover)
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Ondertitel
The Alternative to Machine Learning
Taal
Engels
Uitgever
CRC Press
Jaar van publicatie
2021
Formaat
Hardcover
Aantal pagina's
196
ISBN13
9780367647667
Reeks
Aantekening
Focusing on the limitations of data in machine learning, this book introduces Ripple-Down Rules (RDR), a manual technique designed for the efficient construction of AI systems. By incorporating human input, RDR effectively addresses data inadequacies, enhancing the reliability and performance of AI applications. The approach emphasizes the importance of human oversight in developing robust, data-driven solutions.