Aliya Nugumanova

PhD (Information Systems), Director of the Big Data and Blockchain Technologies Scientific-Innovative Center, Astana IT University

Professional (scientific) interests: NLP, Data Mining, Big Data

Selected publications:

Nugumanova, A., Akhmed-Zaki, D., Mansurova, M., Baiburin, Y., & Maulit, A. (2022). NMF-based approach to automatic term extraction. Expert Systems with Applications, 199 doi:10.1016/j.eswa.2022.117179

Nugumanova, A., Baiburin, Y., & Alimzhanov, Y. (2022). Sentiment analysis of reviews in kazakh with transfer learning techniques. Paper presented at the SIST 2022 – 2022 International Conference on Smart Information Systems and Technologies, Proceedings, doi:10.1109/SIST54437.2022.9945811 Retrieved from www.scopus.com

Nugumanova, A., Baiburin, Y., & Apayev, K. (2022). An intelligent web-service for automatic concept map generation doi:10.1007/978-3-031-15168-2_4 Retrieved from www.scopus.com

Nugumanova, A., Maulit, A., & Sutula, M. (2022). Clustering analysis applied to NDVI maps to delimit management zones for grain crops doi:10.1007/978-3-031-21967-2_36 Retrieved from www.scopus.com

Tarasov, K. O., Ponkina, E. V., & Nugumanova, A. B. (2022). EFFECT OF FARMING TECHNOLOGIES INTENSIFICATION ON WHEAT YIELD IN THE DRY STEPPE OF SIBERIA: AN ANALYSIS BASED ON THE METHOD OF PROPENSITY SCORE MATCHING. Siberian Journal of Life Sciences and Agriculture, 14(2), 401-426. doi:10.12731/2658-6649-2022-14-2-401-426