Duncan Davies

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Drift Detection

Ensemble Classifier

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Pingfan Wang, Hang Yu, Nanlin Jin, Duncan Davies, Wai Lok Woo
QuadCDD: A Quadruple-based Approach for Understanding Concept Drift in Data Streams. Expert Syst. Appl. 238 (Part E) (2024)
Pingfan Wang, Nanlin Jin, Duncan Davies, Wai Lok Woo
Model-centric transfer learning framework for concept drift detection. Knowl. Based Syst. 275 (2023)
Pingfan Wang, Nanlin Jin, Wai Lok Woo, John R. Woodward, Duncan Davies
Noise tolerant drift detection method for data stream mining. Inf. Sci. 609 (2022)
Pingfan Wang, Wai Lok Woo, Nanlin Jin, Duncan Davies
Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning. IVSP (2022)