Statistical learning for change point and anomaly detection in graphs. - Anna Malinovskaya; Philipp Otto; Torben Peters (CoRR, 2020)

Statistical monitoring of models based on artificial intelligence. - Anna Malinovskaya; Pavlo Mozharovskyi; Philipp Otto (CoRR, 2022)

Statistical Process Monitoring of Artificial Neural Networks. - Anna Malinovskaya; Pavlo Mozharovskyi; Philipp Otto (Technometrics, 2024)

Statistical process monitoring of networks. - Anna Malinovskaya (2024)