Fractional Dynamics Identification via Intelligent Unpacking of the Sample Autocovariance Function by Neural Networks. - Dawid Szarek; Grzegorz Sikora; Michal Balcerek; Ireneusz Jablonski; Agnieszka Wylomanska (Entropy, 2020)

Statistical test for anomalous diffusion based on empirical anomaly measure for Gaussian processes. - Dawid Szarek; Katarzyna Maraj-Zygmat; Grzegorz Sikora; Diego Krapf; Agnieszka Wylomanska (Comput. Stat. Data Anal., 2022)

Non-Gaussian feature distribution forecasting based on ConvLSTM neural network and its application to robust machine condition prognosis. - Dawid Szarek; Ireneusz Jablonski; Radoslaw Zimroz; Agnieszka Wylomanska (Expert Syst. Appl., 2023)