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

Studying of the Family Formation Trajectories Deinstitutionalization in Russia Using Sequence Analysis. - Ekaterina Mitrofanova; Alyona Artamonova (EEML@CLA, 2016)

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)

Fairness of Machine Learning Algorithms in Demography. - Ibe Chukwuemeka Emmanuel; Ekaterina Mitrofanova (CoRR, 2022)

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)