Detection of data drift in a two-dimensional stream using the Kolmogorov-Smirnov test. - Piotr Porwik; Benjamin Mensah Dadzie (KES, 2022)

A new concept drift detection method based on the ranking of features in a data stream. - Krzysztof Wrobel 001; Piotr Porwik; Tomasz Orczyk; Benjamin Mensah Dadzie (KES, 2023)

Feature-Based Drift Detection in Non-stationary Data Streams Using Multiple Classifiers: A Comprehensive Analysis. - Benjamin Mensah Dadzie; Piotr Porwik (ACIIDS (2), 2025)

A Novel Method for Drift Detection in Streaming Data Based on Measurement of Changes in Feature Ranks. - Piotr Porwik; Tomasz Orczyk; Krzysztof Wrobel 001; Benjamin Mensah Dadzie (J. Artif. Intell. Soft Comput. Res., 2025)