Elena Tiukhova

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Anomaly Detection

Learning Analytics

Informal Learning

Top Venues

Decis. Support Syst.

Publications

Elena Tiukhova, Pavani Vemuri, Maria Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck
Discovering Unusual Study Patterns Using Anomaly Detection and XAI. HICSS (2024)
Elena Tiukhova, Pavani Vemuri, Nidia Guadalupe López Flores, Anna Sigridur Islind, María Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck
Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI. Decis. Support Syst. 182 (2024)
Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Bart Baesens, Monique Snoeck, Cristián Bravo
INFLECT-DGNN: Influencer Prediction with Dynamic Graph Neural Networks. CoRR (2023)
Elena Tiukhova, Charlotte Verbruggen, Bart Baesens, Monique Snoeck
Learning analytics tells: Know your basics and go to class. ER (Companion) (2023)
Elena Tiukhova, Manon Reusens, Bart Baesens, Monique Snoeck
Benchmarking Conventional Outlier Detection Methods. RCIS (2022)
Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Hernán García, Alejandro Correa Bahnsen, Bart Baesens, Monique Snoeck, Cristián Bravo
Influencer Detection with Dynamic Graph Neural Networks. CoRR (2022)