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

Author

Yi Luo

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Open access Jul 2026

Condition-aware meta-learning for few-shot fault diagnosis across multiple conditions

Experimental results on Tennessee Eastman processes and Wastewater Treatment Plant demonstrate that the diagnostic performance of KG-CAML outperforms state-of-the-art methods under multiple working conditions and few-shot scenarios significantly.

Ke Wu, Yuan Xu, Yi Luo et al. · 0 citations
#software testing Sep 2026

LLM-Mestcase: A Test Case Modification Method Based on LLMs and Mutation Testing

An LLM-based, mutation testing-driven approach for test case generation by integrating the semantic understanding of large language models with the precise evaluation mechanism of mutation testing, paving a new path for intelligent test case enhancement.

Pei-Pei Yang, Kun Jia, Tian-Fang Ma et al. · 0 citations

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