| Pattern mining and machine learning for demographic sequences DI Ignatov, E Mitrofanova, A Muratova, D Gizdatullin Knowledge Engineering and Semantic Web: 6th International Conference, KESW …, 2015 | 20 | 2015 |
| Classification of demographic sequences based on pattern structures and emerging patterns D Gizdatullin, D Ignatov, E Mitrofanova, A Muratova Supplementary Proceedings of 14th International Conference on Formal Concept …, 2017 | 11 | 2017 |
| Learning interpretable prefix-based patterns from demographic sequences D Gizdatullin, J Baixeries, DI Ignatov, E Mitrofanova, A Muratova, TH Espy Intelligent Data Processing: 11th International Conference, IDP 2016 …, 2019 | 6 | 2019 |
| Comparison of machine learning methods for life trajectory analysis in demography A Muratova, E Mitrofanova, R Islam Asian conference on intelligent information and database systems, 630-642, 2021 | 5 | 2021 |
| Black-Box Classification Techniques for Demographic Sequences: from Customised SVM to RNN A Muratova, P Sushko, TH Espy CEUR Workshop Proceedings 1968, 31-40, 2017 | 4 | 2017 |
| Searching for interpretable demographic patterns A Muratova, R Islam, ES Mitrofanova, DI Ignatov CEUR Workshop Proceedings 2479, 18-31, 2019 | 3 | 2019 |
| Interpretability and effectiveness of machine learning methods for sequence mining in various domains A Muratova Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021 | 2 | 2021 |
| Machine learning methods for demographic data analysis A Muratova, D Ignatov, E Mitrofanova Communications in Computer and Information Science 1357, 297-299, 2021 | 1 | 2021 |
| Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid E Mitrofanova, DI Ignatov, T Maximova, A Podshivalova, A Muratova International Conference on Analysis of Images, Social Networks and Texts …, 2023 | | 2023 |
| Evaluation of Influence of Movie Title Texts and Features on Movie Rating Prediction A Muratova, D Ignatov Anna Muratova, Dmitry I. Ignatov. Evaluation of Influence of Movie Title …, 2022 | | 2022 |
| Explainable machine learning for sequences of demographic statuses A Muratova, E Mitrofanova, R Islam Procedia Computer Science 212, 358-367, 2022 | | 2022 |
