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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
    • Big Data Essentials, 2020 Autumn
    • 商业预测（MBA，2020年秋）
  • Life Partner
  • Students
  • 康雁飞
  • Books
  • KLLAB
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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.

News

  • The Dejavu paper is accepted in the Journal of Business Research October 20, 2020
  • The forecasting with time series imaging paper is accepted in Expert Systems with Applications June 21, 2020
  • The GRATIS paper is accepted in Statistical Analysis and Data Mining June 21, 2020

商业预测（MBA，2020年秋）

课程课件

课程介绍
第一讲：R基础
第二讲：商业预测基础
第三讲：时间序列回归模型及应用
第四讲：ARIMA 模型及应用
第五讲：时间序列动态回归模型及应用
第六讲：商业预测前沿

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