Malinovskaya - Publications

Malinovskaya, A., Mozharovskyi, P. and Otto, P. (2023): Statistical process monitoring of artificial neural networks.,  Technometrics, 66(1), pp. 104-117
DOI: doi.org/10.1080/ 00401706.2023.2239886

Malinovskaya, A., Mozharovskyi, P., & Otto, P. (2022): Statistical monitoring of models based on artificial intelligence.,  arXiv preprint.
arXiv: 2209.07436

Malinovskaya, A., Otto, P., Peters, T. (2022): Statistical learning for change point and anomaly detection in graphs.,  Artificial Intelligence, Big Data and Data Science in Statistics (pp. 85-109). Springer, Cham.
DOI: doi.org/10.1007/978-3-031-07155-3_4
arXiv: 2011.06080

Malinovskaya, A., Otto, P. (2021): Online network monitoring,  Statistical Methods & Applications, Special Issue on Network Modelling (online first).
DOI: https://doi.org/10.1007/s10260-021-00589-z

Malinovskaya, A., Killick, R., Leeming, K., and Otto, P. (2020): Statistical monitoring of European cross-border physical electricity flows using novel temporal edge network processes.
DOI: doi.org/10.48550/arXiv.2312.16357
arXiv: 2312.16357

Malinovskaya, Anna (2024): Statistical process monitoring of networks,  Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 942, München (identisch mit: Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz-Universität Hannover ; Nr. 399) ISBN: 978-3-7696-5354-0 | File |