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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, the book introduces Ripple-Down Rules (RDR), a manual technique for efficiently constructing AI systems. By incorporating human expertise in the process, RDR enhances the adaptability and effectiveness of AI, addressing challenges that purely automated methods face. This approach highlights the critical role of data quality and human oversight in developing robust AI solutions.

Publikation

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Ripple-Down Rules, Byeong Ho Kang, Paul Compton

Sprache
Erscheinungsdatum
2021
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Titel
Ripple-Down Rules
Untertitel
The Alternative to Machine Learning
Sprache
Englisch
Verlag
CRC Press
Erscheinungsdatum
2021
Einband
Paperback
Seitenzahl
196
ISBN13
9780367644321
Reihe
Beschreibung
Focusing on the limitations of data in machine learning, the book introduces Ripple-Down Rules (RDR), a manual technique for efficiently constructing AI systems. By incorporating human expertise in the process, RDR enhances the adaptability and effectiveness of AI, addressing challenges that purely automated methods face. This approach highlights the critical role of data quality and human oversight in developing robust AI solutions.