Pattern Mining and Machine Learning for Demographic Sequences. - Dmitry I. Ignatov; Ekaterina Mitrofanova; Anna Muratova; Danil Gizdatullin (KESW, 2015)

Learning Interpretable Prefix-Based Patterns from Demographic Sequences. - Danil Gizdatullin; Jaume Baixeries; Dmitry I. Ignatov; Ekaterina Mitrofanova; Anna Muratova; Thomas H. Espy (IDP, 2016)

Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography. - Anna Muratova; Ekaterina Mitrofanova; Robiul Islam 001 (ACIIDS, 2021)

Interpretability and Effectiveness of Machine Learning Methods for Sequence Mining in Various Domains. - Anna Muratova (WSDM, 2021)

Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid. - Ekaterina Mitrofanova; Dmitry I. Ignatov; Tatyana Maximova; Anna Podshivalova; Anna Muratova (AIST (Supplement), 2023)