Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning. - Pingfan Wang; Wai Lok Woo; Nanlin Jin; Duncan Davies (IVSP, 2022)

Noise tolerant drift detection method for data stream mining. - Pingfan Wang; Nanlin Jin; Wai Lok Woo; John R. Woodward; Duncan Davies (Inf. Sci., 2022)

Model-centric transfer learning framework for concept drift detection. - Pingfan Wang; Nanlin Jin; Duncan Davies; Wai Lok Woo (Knowl. Based Syst., 2023)

QuadCDD: A Quadruple-based Approach for Understanding Concept Drift in Data Streams. - Pingfan Wang; Hang Yu; Nanlin Jin; Duncan Davies; Wai Lok Woo (Expert Syst. Appl., 2024)