• A partial robust M-regression-based prediction and fault detection method 

      Jiao, Jianfang; Zhang, Jingxin; Karimi, Hamid Reza (Journal article; Peer reviewed, 2014)
      Due to its simplicity and easy implementation, partial least squares (PLS) serves as an efficient approach in large-scale industrial process. However, like many data-based methods, PLS is quite sensitive to outliers, which ...