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Jinwoo Park

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S9-042025-2911828

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📚 Publications (1)

Architecting Scalable Feature Engineering Pipelines through Automated Machine Learning and Data Mining Techniques in Heterogeneous Data Ecosystems
Journal: INTERNATIONAL JOURNAL OF DATA ENGINEERING RESEARCH AND DEVELOPMENT • September 2023
Feature engineering remains a critical and resource-intensive phase in the machine learning (ML) lifecycle, especially within large-scale, heterogeneous data ecosystems. This paper investigates how au...
Automl Feature engineering Data mining Scalable pipelines Heterogeneous data High-dimensional data Ml automation Feature transformation
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