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Tatiana A. Kustitskaya

Observed names: Kustitskaya, T. A., Kustitskaya, Tatiana, T. A. Kustitskaya, T.A. Kustitskaya, А.А. Кустицкая
Observed institution: Siberian Federal University
ORCID: 0000-0001-9854-1259
Observed ORCID: 0000-0001-9854-1259
OpenAlex ID: A5089805332
Designing an Education Database in a Higher Education Institution for the Data-Driven Management of the Educational Process
2023 · Tatiana A. Kustitskaya, Roman V. Esin, et al. · Education Sciences · 57
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Early Student-at-Risk Detection by Current Learning Performance and Learning Behavior Indicators
2022 · Tatiana A. Kustitskaya, Alexey A. Kytmanov, et al. · Cybernetics and Information Technologies · 40
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Hybrid Approach to Predicting Learning Success Based on Digital Educational History for Timely Identification of At-Risk Students
2024 · Tatiana A. Kustitskaya, Roman V. Esin, et al. · Education Sciences · 33
Model Drift in Deployed Machine Learning Models for Predicting Learning Success
2025 · Tatiana A. Kustitskaya, Roman V. Esin, et al. · Computers · 20
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Digital educational history as a component of the digital student's profile in the context of education transformation
2022 · Roman V. Yesin, Tatiana V. Zykova, et al. · Perspectives of science and education · 13
Predicting academic performance in a course by universal features of LMS Moodle digital footprint
2023 · R. V. Esin, T. A. Kustitskaya, et al. · Informatics and Education · 10
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Predicting learning success: research problems and challenges
2023 · T. A. Kustitskaya, M. V. Noskov, et al. · Science and School · 4
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Student-at-risk detection by current learning performance indicators using Bayesian networks
2020 · Kustitskaya, T. A., Kytmanov, A. A., et al. · arXiv (Cornell University) · 4
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Learning analytics in Russia and abroad: level of development, trends and prospects
2023 · Tatiana A. Kustitskaya, Mikhail V. Noskov · RUDN Journal of Informatization in Education · 3
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Design Methodology for Electronic Training Problems Aimed at Development of Mathematical Problems Solving Competence
2021 · T. A. Kustitskaya, R. V. Esin · Open Education · 2
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Improving the efficiency of teaching mathematics in e-learning course using training lectures
2019 · R. V. Esin, T. A. Kustitskaya · Informatics and Education · 2
Monitoring data shift in the learning success forecasting model using Shapley values
2025 · T. A. Kustitskaya, R. V. Esin · Informatics and Education · 1
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Educational Profile Data and Digital Footprint from LMS for the Analysis of Academic Retake Outcomes
2026 · Esin, Roman, Kustitskaya, Tatiana · Zenodo (CERN European Organization for Nuclear Research)
Two-Level Monitoring System for Preventing Academic Failure, Based on Predictive Models and SHAP Analysis
2026 · Roman V. Esin, Tatiana A. Kustitskaya · Education Sciences
Применение данных цифровой образовательной истории для прогнозирования риска неуспешности студента
2024 · А.А. Кустицкая, Р.В. Есин, et al. · Sovremennye informacionnye tehnologii i IT-obrazovanie.
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Структура базы данных цифровой образовательной истории для решения задач учебной аналитики
2024 · Т.В. Зыкова, А.А. Кытманов, et al. · Sovremennye informacionnye tehnologii i IT-obrazovanie.
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Identification of Learning Strategies Using Digital Footprint in LMS Moodle
2024 · T.A. Kustitskaya, P.A. Oshlakova · Преподаватель ХХI век
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Risk Aversion for Defining Elliptic Acceptance Sets in the Model of Generalized Coherent Risk Measures
2014 · Tatiana A. Kustitskaya, Татьяна А. Кустицкая · zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)
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Описание предпочтений на множестве рисков с помощьюобобщенных когерентных мер риска
2012 · Tatiana A. Kustitskaya, Татьяна А. Кустицкая · zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)
Works count: 19
Citation count: 189
H-index: 6
I10-index: 6
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