Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files

Ziyu Qiu, Zhilei Zhou, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood. Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files. Int. Journal of Network Management, 34(1), January/February 2024. [doi]

Authors

Ziyu Qiu

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Zhilei Zhou

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Brad Niblett

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Andrew Johnston

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Jeffrey Schwartzentruber

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Nur Zincir-Heywood

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Malcolm I. Heywood

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