Automated Machine Learning for Data-centric Systems: Knowledge-Guided and Experience-Driven Approaches - Tianyu Mu,Yusi Yang,Chunnan Wang,Hongzhi Wang
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Automated Machine Learning for Data-centric Systems provides a system-oriented and knowledge-driven perspective on automated machine learning in modern data-centric environments. As machine learning models become core components of data management systems, the manual design and optimization of models increasingly limit scalability, reproducibility, and long-term adaptability. This book addresses these chall ... Full description
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Description
More Information
| Author | Tianyu Mu, Yusi Yang, Chunnan Wang, Hongzhi Wang |
|---|---|
| Publisher | Springer Verlag, Singapore |
| Series | Big Data Management |
| Release year | 2026 |
| Cover type | Hardcover |
| EAN | 9789819210855 |