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Yanfei Kang, Ph.D.

Research and Life

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  • Research
    • The IIF Workshop on Feature-based Time Series Forecasting and Applications
    • The 2017 Beijing Workshop on Forecasting
  • Teaching
    • Bayesian Statistics and Computing
    • Big Data Essentials
    • 商业预测
  • Life Partner
  • Students
  • 康雁飞
  • Books
  • KLLAB
  • News
  • GitHub
  • Twitter
Dr. Yanfei Kang is Associate Professor of Statistics at Beihang University in China. Prior to that, she was Senior R&D Engineer in Big Data Group of Baidu Inc. Yanfei obtained her Ph.D. degree at Monash University in 2014. She worked as a postdoctoral research fellow during 2014 and 2015 at Monash University. Her research interests include time series forecasting, time series visualization, text mining and statistical computing.

RSS News

  • Paper “Large Language Models: Their Success and Impact” appeared in Forecasting August 25, 2023
  • Paper “A hybrid ensemble method with negative correlation learning for regression” appeared in Machine Learning August 23, 2023
  • We present a modern review on forecast combinations over the past five decades December 30, 2022
  • Paper “Feature-based intermittent demand forecast combinations: accuracy and inventory implications” appeared in International Journal of Production Research December 15, 2022
  • New Paper: “Optimal reconciliation with immutable forecasts” appeared in European Journal of Operational Research November 24, 2022

商业预测

  • L0：课程介绍
  • L1：R
  • L2：预测基础
  • L3：线性回归模型
  • L4：ARIMA模型
  • L5：动态回归模型
  • L6：预测前沿
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