研究员
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周晓锋 研究员

研究方向:

人工智能、工业大模型

邮  箱:xfzhou@iaii.ac.cn

代表论著

[1] Wu Mengqing,Zhou Xiaofeng*,Li Shuai,Shi Haibo,An Adaptive Continual Learning Method for Nonstationary Industrial Time Series Prediction,IEEE Transactions on Industrial Informatics,2023,19(5):6872-6882. (通讯作者,IF=12.3,中国科学院 1 区 top)

[2] Zhou Xiaofeng,Zhai Naiju*,Li Shuai,Shi Haibo,Time Series Prediction Method of Industrial Process with Limited Data Based on Transfer Learning,IEEE Transactions on Industrial Informatics,2023,19(5):6872-6882. (第 1 作者,IF=12.3,中国科学院 1 区 top)

[3] Zhai Naiju,Zhou Xiaofeng*,Li Shuai,Shi Haibo,Auxiliary Knowledge-based Fine-tuning Mechanism for Industrial Time-Lag Parameter Prediction,IEEE Transactions on Automation Science and Engineering,2024,1-13. (通讯作者,IF=5.6,中国科学院 2 区 top)

[4] Zhai Naiju,Zhou Xiaofeng*,Li Shuai,Shi Haibo,Soft Sensor Model for Billet Temperature in Multiple Heating Furnaces Based on Transfer Learning,IEEE Transactions on Instrumentation and Measurement,2023,72: 3513613. (通讯作者,IF=5.6,中国科学院 2 区 top)

[5] Zeng Pengyu,Hu Guoliang,Zhou Xiaofeng*,Li Shuai,Liu Pengjie,Liu Shurui,Muformer: A long sequence time-series forecasting model based on modified multi-head attention,KnowledgeBased Systems,2022,254: 109584. (通讯作者,IF=8.8,中国科学院 1 区 top)

获奖及荣誉

沈阳市巾帼建功标兵,沈阳市妇联,2024.

沈阳市高级人才,沈阳市人力资源和社会保障局,2020.

辽宁省自然科学学术成果奖,省部一等奖,辽宁省科学技术协会,2018.

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