Publications

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2026

Qin, Qiaolin; Li, Heng; Merlo, Ettore

Unsupervised, robust, and lightweight detection of data pattern anomalies and outliers Journal Article

In: Information and Software Technology (IST), vol. 192, no. 108035, pp. 1–16, 2026.

Links | BibTeX | Tags: Data Quality

2025

Qin, Qiaolin; Li, Heng; Merlo, Ettore; Lamothe, Maxime

Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection Proceedings Article

In: Proceedings of the 47th International Conference on Software Engineering (ICSE), pp. 2419–2431, IEEE 2025.

Links | BibTeX | Tags: Data Quality