Elena Tiukhova

According to our database, Elena Tiukhova authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learning Analytics Dashboard with Peer Comparison for Student Feedback in Conceptual Modeling Education.

Elena Tiukhova, Charlotte Verbruggen, Tinne De Laet, Bart Baesens, Monique Snoeck

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2025

2024

Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI.

Elena Tiukhova, Pavani Vemuri, Nidia Guadalupe López Flores, Anna Sigridur Islind, María Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck

Decis. Support Syst., 2024

INFLECT-DGNN: Influencer Prediction With Dynamic Graph Neural Networks.

Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Bart Baesens, Monique Snoeck, Cristián Bravo

IEEE Access, 2024

Discovering Unusual Study Patterns Using Anomaly Detection and XAI.

Elena Tiukhova, Pavani Vemuri, Maria Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

IML4DQ: Interactive Machine Learning for Data Quality with Applications in Credit Risk.

Elena Tiukhova, Adriano Salcuni, Can Oguz, Fabio Forte, Bart Baesens, Monique Snoeck

Proceedings of the Cooperative Information Systems - 30th International Conference, 2024

2023

Boosting Credit Risk Data Quality Using Machine Learning and eXplainable AI Techniques.

Elena Tiukhova, Adriano Salcuni, Can Oguz, Marcella Niglio, Giuseppe Storti, Fabio Forte, Bart Baesens, Monique Snoeck

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Learning analytics tells: Know your basics and go to class.

Elena Tiukhova, Charlotte Verbruggen, Bart Baesens, Monique Snoeck

Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

2022

Influencer Detection with Dynamic Graph Neural Networks.

Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Hernán García, Alejandro Correa Bahnsen, Bart Baesens, Monique Snoeck, Cristián Bravo

CoRR, 2022

Benchmarking Conventional Outlier Detection Methods.

Elena Tiukhova, Manon Reusens, Bart Baesens, Monique Snoeck

Proceedings of the Research Challenges in Information Science, 2022