关注
Elena Tiukhova
Elena Tiukhova
其他姓名Elena Tyukhova
PhD student, KU Leuven
在 kuleuven.be 的电子邮件经过验证
标题
引用次数
引用次数
年份
Quality Estimation Model of Investment Portfolio Rebalancing Process
E Tyukhova, D Sizykh, A Smirnov
2018 Eleventh International Conference" Management of large-scale system …, 2018
42018
Influencer Detection with Dynamic Graph Neural Networks
E Tiukhova, E Penaloza, M Óskarsdóttir, H Garcia, AC Bahnsen, ...
arXiv preprint arXiv:2211.09664, 2022
32022
Benchmarking conventional outlier detection methods
E Tiukhova, M Reusens, B Baesens, M Snoeck
International Conference on Research Challenges in Information Science, 597-613, 2022
22022
The cluster analysis method as an instrument for selection of securities in the construction of an investment portfolio
E Tyukhova, D Sizykh
2019 Twelfth International Conference" Management of large-scale system …, 2019
22019
Discovering Unusual Study Patterns Using Anomaly Detection and XAI
E Tiukhova, P Vemuri, M Óskarsdóttir, S Poelmans, B Baesens, M Snoeck
12024
INFLECT-DGNN: Influencer Prediction with Dynamic Graph Neural Networks
E Tiukhova, E Penaloza, M Óskarsdóttir, B Baesens, M Snoeck, C Bravo
arXiv preprint arXiv:2307.08131, 2023
12023
Should I Change My Course? Instructional Design Theory-Informed Learning Analytics Dashboard for Teachers
E Tiukhova, J De Moor, T Clarisse, P Vemuri, T De Laet, S Poelmans, ...
Springer, 2024
2024
Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI
E Tiukhova, P Vemuri, NL Flores, AS Islind, M Óskarsdóttir, S Poelmans, ...
Decision Support Systems 182, 114229, 2024
2024
Boosting Credit Risk Data Quality using Machine Learning and eXplainable AI Techniques
E Tiukhova, A Salcuni, C Oguz, M Niglio, G Storti, F Forte, B Baesens, ...
Springer, 2023
2023
Learning analytics tells: Know your basics and go to class.
E Tiukhova, C Verbruggen, B Baesens, M Snoeck
ER (Companion), 2023
2023
Multi stakeholder modeling with 3D and VR
T Gordeeva, E Tiukhova, M Snoeck
Master Thesis, Master of Business and Information Systems Engineering …, 2021
2021
Enhancing credit risk data quality using machine learning techniques
E Tiukhova, A Salcuni, P Heita, C Oguz, E Apaydin, AB Mansour, G Storti, ...
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