A Survey on Outlier Detection in the Context of Stream Mining: Review of Existing Approaches and Recommadations. - Imen Souiden; Zaki Brahmi; Hajer Toumi (ISDA, 2016)

Data Stream Mining Based-Outlier Prediction for Cloud Computing. - Imen Souiden; Zaki Brahmi; Lamine Lafi (ICDEc, 2017)

Outlier detection over data streams: survey. - Zaki Brahmi; Imen Souiden (Int. J. Bus. Intell. Data Min., 2021)

Binary Gravitational Subspace Search for Outlier Detection in High Dimensional Data Streams. - Imen Souiden; Zaki Brahmi; Mohamed Nazih Omri (ADMA (2), 2022)

A survey of outlier detection in high dimensional data streams. - Imen Souiden; Mohamed Nazih Omri; Zaki Brahmi (Comput. Sci. Rev., 2022)