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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shou-De Lin

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Book Open access Aug 2026

MORE-FE: Multi-Operator and Reinforcement Learning-Enhanced Evolution for LLM Feature Engineering

Traditional automated feature engineering (AFE) minimizes human intervention but often neglects semantic relationships among original features, resulting in redundant or uninterpretable transformations. While recent methods leverage the domain knowledge and reasoning capabilities of Large Language Models (LLMs), they t...

Chang-Yu Chao, Bryan Andersen, Xiao-Xi Tan et al. · 0 citations
Book Open access Aug 2026

MORE-FE: Multi-Operator and Reinforcement Learning-Enhanced Evolution for LLM Feature Engineering

Traditional automated feature engineering (AFE) minimizes human intervention but often neglects semantic relationships among original features, resulting in redundant or uninterpretable transformations. While recent methods leverage the domain knowledge and reasoning capabilities of Large Language Models (LLMs), they t...

Chang-Yu Chao, Bryan Andersen, Xiao Xi Tan et al. · 0 citations

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